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Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to algotrading [link] [comments]

Everything You Always Wanted To Know About Swaps* (*But Were Afraid To Ask)

Hello, dummies
It's your old pal, Fuzzy.
As I'm sure you've all noticed, a lot of the stuff that gets posted here is - to put it delicately - fucking ridiculous. More backwards-ass shit gets posted to wallstreetbets than you'd see on a Westboro Baptist community message board. I mean, I had a look at the daily thread yesterday and..... yeesh. I know, I know. We all make like the divine Laura Dern circa 1992 on the daily and stick our hands deep into this steaming heap of shit to find the nuggets of valuable and/or hilarious information within (thanks for reading, BTW). I agree. I love it just the way it is too. That's what makes WSB great.
What I'm getting at is that a lot of the stuff that gets posted here - notwithstanding it being funny or interesting - is just... wrong. Like, fucking your cousin wrong. And to be clear, I mean the fucking your *first* cousin kinda wrong, before my Southerners in the back get all het up (simmer down, Billy Ray - I know Mabel's twice removed on your grand-sister's side). Truly, I try to let it slide. I do my bit to try and put you on the right path. Most of the time, I sleep easy no matter how badly I've seen someone explain what a bank liquidity crisis is. But out of all of those tens of thousands of misguided, autistic attempts at understanding the world of high finance, one thing gets so consistently - so *emphatically* - fucked up and misunderstood by you retards that last night I felt obligated at the end of a long work day to pull together this edition of Finance with Fuzzy just for you. It's so serious I'm not even going to make a u/pokimane gag. Have you guessed what it is yet? Here's a clue. It's in the title of the post.
That's right, friends. Today in the neighborhood we're going to talk all about hedging in financial markets - spots, swaps, collars, forwards, CDS, synthetic CDOs, all that fun shit. Don't worry; I'm going to explain what all the scary words mean and how they impact your OTM RH positions along the way.
We're going to break it down like this. (1) "What's a hedge, Fuzzy?" (2) Common Hedging Strategies and (3) All About ISDAs and Credit Default Swaps.
Before we begin. For the nerds and JV traders in the back (and anyone else who needs to hear this up front) - I am simplifying these descriptions for the purposes of this post. I am also obviously not going to try and cover every exotic form of hedge under the sun or give a detailed summation of what caused the financial crisis. If you are interested in something specific ask a question, but don't try and impress me with your Investopedia skills or technical points I didn't cover; I will just be forced to flex my years of IRL experience on you in the comments and you'll look like a big dummy.
TL;DR? Fuck you. There is no TL;DR. You've come this far already. What's a few more paragraphs? Put down the Cheetos and try to concentrate for the next 5-7 minutes. You'll learn something, and I promise I'll be gentle.
Ready? Let's get started.
1. The Tao of Risk: Hedging as a Way of Life
The simplest way to characterize what a hedge 'is' is to imagine every action having a binary outcome. One is bad, one is good. Red lines, green lines; uppie, downie. With me so far? Good. A 'hedge' is simply the employment of a strategy to mitigate the effect of your action having the wrong binary outcome. You wanted X, but you got Z! Frowny face. A hedge strategy introduces a third outcome. If you hedged against the possibility of Z happening, then you can wind up with Y instead. Not as good as X, but not as bad as Z. The technical definition I like to give my idiot juniors is as follows:
Utilization of a defensive strategy to mitigate risk, at a fraction of the cost to capital of the risk itself.
Congratulations. You just finished Hedging 101. "But Fuzzy, that's easy! I just sold a naked call against my 95% OTM put! I'm adequately hedged!". Spoiler alert: you're not (although good work on executing a collar, which I describe below). What I'm talking about here is what would be referred to as a 'perfect hedge'; a binary outcome where downside is totally mitigated by a risk management strategy. That's not how it works IRL. Pay attention; this is the tricky part.
You can't take a single position and conclude that you're adequately hedged because risks are fluid, not static. So you need to constantly adjust your position in order to maximize the value of the hedge and insure your position. You also need to consider exposure to more than one category of risk. There are micro (specific exposure) risks, and macro (trend exposure) risks, and both need to factor into the hedge calculus.
That's why, in the real world, the value of hedging depends entirely on the design of the hedging strategy itself. Here, when we say "value" of the hedge, we're not talking about cash money - we're talking about the intrinsic value of the hedge relative to the the risk profile of your underlying exposure. To achieve this, people hedge dynamically. In wallstreetbets terms, this means that as the value of your position changes, you need to change your hedges too. The idea is to efficiently and continuously distribute and rebalance risk across different states and periods, taking value from states in which the marginal cost of the hedge is low and putting it back into states where marginal cost of the hedge is high, until the shadow value of your underlying exposure is equalized across your positions. The punchline, I guess, is that one static position is a hedge in the same way that the finger paintings you make for your wife's boyfriend are art - it's technically correct, but you're only playing yourself by believing it.
Anyway. Obviously doing this as a small potatoes trader is hard but it's worth taking into account. Enough basic shit. So how does this work in markets?
2. A Hedging Taxonomy
The best place to start here is a practical question. What does a business need to hedge against? Think about the specific risk that an individual business faces. These are legion, so I'm just going to list a few of the key ones that apply to most corporates. (1) You have commodity risk for the shit you buy or the shit you use. (2) You have currency risk for the money you borrow. (3) You have rate risk on the debt you carry. (4) You have offtake risk for the shit you sell. Complicated, right? To help address the many and varied ways that shit can go wrong in a sophisticated market, smart operators like yours truly have devised a whole bundle of different instruments which can help you manage the risk. I might write about some of the more complicated ones in a later post if people are interested (CDO/CLOs, strip/stack hedges and bond swaps with option toggles come to mind) but let's stick to the basics for now.
(i) Swaps
A swap is one of the most common forms of hedge instrument, and they're used by pretty much everyone that can afford them. The language is complicated but the concept isn't, so pay attention and you'll be fine. This is the most important part of this section so it'll be the longest one.
Swaps are derivative contracts with two counterparties (before you ask, you can't trade 'em on an exchange - they're OTC instruments only). They're used to exchange one cash flow for another cash flow of equal expected value; doing this allows you to take speculative positions on certain financial prices or to alter the cash flows of existing assets or liabilities within a business. "Wait, Fuzz; slow down! What do you mean sets of cash flows?". Fear not, little autist. Ol' Fuzz has you covered.
The cash flows I'm talking about are referred to in swap-land as 'legs'. One leg is fixed - a set payment that's the same every time it gets paid - and the other is variable - it fluctuates (typically indexed off the price of the underlying risk that you are speculating on / protecting against). You set it up at the start so that they're notionally equal and the two legs net off; so at open, the swap is a zero NPV instrument. Here's where the fun starts. If the price that you based the variable leg of the swap on changes, the value of the swap will shift; the party on the wrong side of the move ponies up via the variable payment. It's a zero sum game.
I'll give you an example using the most vanilla swap around; an interest rate trade. Here's how it works. You borrow money from a bank, and they charge you a rate of interest. You lock the rate up front, because you're smart like that. But then - quelle surprise! - the rate gets better after you borrow. Now you're bagholding to the tune of, I don't know, 5 bps. Doesn't sound like much but on a billion dollar loan that's a lot of money (a classic example of the kind of 'small, deep hole' that's terrible for profits). Now, if you had a swap contract on the rate before you entered the trade, you're set; if the rate goes down, you get a payment under the swap. If it goes up, whatever payment you're making to the bank is netted off by the fact that you're borrowing at a sub-market rate. Win-win! Or, at least, Lose Less / Lose Less. That's the name of the game in hedging.
There are many different kinds of swaps, some of which are pretty exotic; but they're all different variations on the same theme. If your business has exposure to something which fluctuates in price, you trade swaps to hedge against the fluctuation. The valuation of swaps is also super interesting but I guarantee you that 99% of you won't understand it so I'm not going to try and explain it here although I encourage you to google it if you're interested.
Because they're OTC, none of them are filed publicly. Someeeeeetimes you see an ISDA (dsicussed below) but the confirms themselves (the individual swaps) are not filed. You can usually read about the hedging strategy in a 10-K, though. For what it's worth, most modern credit agreements ban speculative hedging. Top tip: This is occasionally something worth checking in credit agreements when you invest in businesses that are debt issuers - being able to do this increases the risk profile significantly and is particularly important in times of economic volatility (ctrl+f "non-speculative" in the credit agreement to be sure).
(ii) Forwards
A forward is a contract made today for the future delivery of an asset at a pre-agreed price. That's it. "But Fuzzy! That sounds just like a futures contract!". I know. Confusing, right? Just like a futures trade, forwards are generally used in commodity or forex land to protect against price fluctuations. The differences between forwards and futures are small but significant. I'm not going to go into super boring detail because I don't think many of you are commodities traders but it is still an important thing to understand even if you're just an RH jockey, so stick with me.
Just like swaps, forwards are OTC contracts - they're not publicly traded. This is distinct from futures, which are traded on exchanges (see The Ballad Of Big Dick Vick for some more color on this). In a forward, no money changes hands until the maturity date of the contract when delivery and receipt are carried out; price and quantity are locked in from day 1. As you now know having read about BDV, futures are marked to market daily, and normally people close them out with synthetic settlement using an inverse position. They're also liquid, and that makes them easier to unwind or close out in case shit goes sideways.
People use forwards when they absolutely have to get rid of the thing they made (or take delivery of the thing they need). If you're a miner, or a farmer, you use this shit to make sure that at the end of the production cycle, you can get rid of the shit you made (and you won't get fucked by someone taking cash settlement over delivery). If you're a buyer, you use them to guarantee that you'll get whatever the shit is that you'll need at a price agreed in advance. Because they're OTC, you can also exactly tailor them to the requirements of your particular circumstances.
These contracts are incredibly byzantine (and there are even crazier synthetic forwards you can see in money markets for the true degenerate fund managers). In my experience, only Texan oilfield magnates, commodities traders, and the weirdo forex crowd fuck with them. I (i) do not own a 10 gallon hat or a novelty size belt buckle (ii) do not wake up in the middle of the night freaking out about the price of pork fat and (iii) love greenbacks too much to care about other countries' monopoly money, so I don't fuck with them.
(iii) Collars
No, not the kind your wife is encouraging you to wear try out to 'spice things up' in the bedroom during quarantine. Collars are actually the hedging strategy most applicable to WSB. Collars deal with options! Hooray!
To execute a basic collar (also called a wrapper by tea-drinking Brits and people from the Antipodes), you buy an out of the money put while simultaneously writing a covered call on the same equity. The put protects your position against price drops and writing the call produces income that offsets the put premium. Doing this limits your tendies (you can only profit up to the strike price of the call) but also writes down your risk. If you screen large volume trades with a VOL/OI of more than 3 or 4x (and they're not bullshit biotech stocks), you can sometimes see these being constructed in real time as hedge funds protect themselves on their shorts.
(3) All About ISDAs, CDS and Synthetic CDOs
You may have heard about the mythical ISDA. Much like an indenture (discussed in my post on $F), it's a magic legal machine that lets you build swaps via trade confirms with a willing counterparty. They are very complicated legal documents and you need to be a true expert to fuck with them. Fortunately, I am, so I do. They're made of two parts; a Master (which is a form agreement that's always the same) and a Schedule (which amends the Master to include your specific terms). They are also the engine behind just about every major credit crunch of the last 10+ years.
First - a brief explainer. An ISDA is a not in and of itself a hedge - it's an umbrella contract that governs the terms of your swaps, which you use to construct your hedge position. You can trade commodities, forex, rates, whatever, all under the same ISDA.
Let me explain. Remember when we talked about swaps? Right. So. You can trade swaps on just about anything. In the late 90s and early 2000s, people had the smart idea of using other people's debt and or credit ratings as the variable leg of swap documentation. These are called credit default swaps. I was actually starting out at a bank during this time and, I gotta tell you, the only thing I can compare people's enthusiasm for this shit to was that moment in your early teens when you discover jerking off. Except, unlike your bathroom bound shame sessions to Mom's Sears catalogue, every single person you know felt that way too; and they're all doing it at once. It was a fiscal circlejerk of epic proportions, and the financial crisis was the inevitable bukkake finish. WSB autism is absolutely no comparison for the enthusiasm people had during this time for lighting each other's money on fire.
Here's how it works. You pick a company. Any company. Maybe even your own! And then you write a swap. In the swap, you define "Credit Event" with respect to that company's debt as the variable leg . And you write in... whatever you want. A ratings downgrade, default under the docs, failure to meet a leverage ratio or FCCR for a certain testing period... whatever. Now, this started out as a hedge position, just like we discussed above. The purest of intentions, of course. But then people realized - if bad shit happens, you make money. And banks... don't like calling in loans or forcing bankruptcies. Can you smell what the moral hazard is cooking?
Enter synthetic CDOs. CDOs are basically pools of asset backed securities that invest in debt (loans or bonds). They've been around for a minute but they got famous in the 2000s because a shitload of them containing subprime mortgage debt went belly up in 2008. This got a lot of publicity because a lot of sad looking rednecks got foreclosed on and were interviewed on CNBC. "OH!", the people cried. "Look at those big bad bankers buying up subprime loans! They caused this!". Wrong answer, America. The debt wasn't the problem. What a lot of people don't realize is that the real meat of the problem was not in regular way CDOs investing in bundles of shit mortgage debts in synthetic CDOs investing in CDS predicated on that debt. They're synthetic because they don't have a stake in the actual underlying debt; just the instruments riding on the coattails. The reason these are so popular (and remain so) is that smart structured attorneys and bankers like your faithful correspondent realized that an even more profitable and efficient way of building high yield products with limited downside was investing in instruments that profit from failure of debt and in instruments that rely on that debt and then hedging that exposure with other CDS instruments in paired trades, and on and on up the chain. The problem with doing this was that everyone wound up exposed to everybody else's books as a result, and when one went tits up, everybody did. Hence, recession, Basel III, etc. Thanks, Obama.
Heavy investment in CDS can also have a warping effect on the price of debt (something else that happened during the pre-financial crisis years and is starting to happen again now). This happens in three different ways. (1) Investors who previously were long on the debt hedge their position by selling CDS protection on the underlying, putting downward pressure on the debt price. (2) Investors who previously shorted the debt switch to buying CDS protection because the relatively illiquid debt (partic. when its a bond) trades at a discount below par compared to the CDS. The resulting reduction in short selling puts upward pressure on the bond price. (3) The delta in price and actual value of the debt tempts some investors to become NBTs (neg basis traders) who long the debt and purchase CDS protection. If traders can't take leverage, nothing happens to the price of the debt. If basis traders can take leverage (which is nearly always the case because they're holding a hedged position), they can push up or depress the debt price, goosing swap premiums etc. Anyway. Enough technical details.
I could keep going. This is a fascinating topic that is very poorly understood and explained, mainly because the people that caused it all still work on the street and use the same tactics today (it's also terribly taught at business schools because none of the teachers were actually around to see how this played out live). But it relates to the topic of today's lesson, so I thought I'd include it here.
Work depending, I'll be back next week with a covenant breakdown. Most upvoted ticker gets the post.
*EDIT 1\* In a total blowout, $PLAY won. So it's D&B time next week. Post will drop Monday at market open.
submitted by fuzzyblankeet to wallstreetbets [link] [comments]

Elliott Waves Series Part 2 - The Broad Concept

Elliott Waves Series Part 2 - The Broad ConceptYou can find Part 1 here: https://www.reddit.com/Forex/comments/hieuyw/introduction_to_elliott_wave_theory_overview_of/
The primary value that the Wave Principle (from here on out, abbreviated to WP) confers on market analysts is the ability to provide context for market behaviour. Having context is incredibly important. To put it simply, the WP can be thought of as a compass. Whenever you feel lost looking at a chart (ANY chart, ANY market!), the WP will help get you back on track.
Clearing Up Some Misconceptions About Elliott Wave Theory:

  1. R.N. Elliott first discovered the WP in the 1930s using charts of the stock market. Many misinformed people believe that the WP works “best” on stocks and has been adapted for use in other markets. This is simply false. To be clear - Elliott discovered the WP. He did not invent the WP. The WP is based on human social nature and therefore it cannot be invented. It has always existed. What Elliott did was to start codifying rules and guidelines around how human social nature can be charted. Ultimately, Elliott’s objective was to be able to predict future human behaviour using the historical record. The expression of human social nature generates forms and patterns. As these forms and patterns repetitive, they have enormous predictive value.

  1. Another major misconception around the WP is that it requires a lot of discretionary analysis, and more often than not, analysts shoehorn price action to fit the Elliott Wave model. In fact, the WP has very clear rules (these rules are inviolate under any circumstance) and guidelines (these guidelines should be adhered to almost 100% of the time). While there is a discretionary element involved in counting waves, properly trained wave analysts will ultimately arrive at a consensus because following the rules and guidelines narrows the possible wave counts very quickly. Very often Wave analysts will have 2 counts at hand in terms of where they think the market is presently situated. These counts are known as the preferred count and the alternative count. These counts are validated and invalidated using price levels derived from Elliott’s rules and guidelines. The most dissent I expect from two educated Wave analysts is that one analyst’s preferred count could be the other’s alternative count. This dissent quickly resolves itself as the price action develops and validates or invalidates one count or the other. This dissent usually occurs based on wave patterns of one higher degree. It is very rare that I have seen dissent on immediate market movements.

  1. I didn’t know this was a major misconception, but someone brought this up in my first post, “I stated that Elliott Theory has better success when working in consolidations or extreme ranging markets.” This is completely false. The WP doesn’t work better or worse regardless of the market or the market conditions. That would be like saying that breathing air only works occasionally. The WP is NOT a strategy, it is the definitive model for charting human herding behaviour. Human behaviour does not show up only in periods of consolidation or range-bound markets. The markets are themselves driven by human behaviour, therefore the WP is always equally applicable. From a trading perspective, the WP is perfectly suited to capturing trends.

  1. Well, what about news events? What about supply and demand theory? What about fundamentals?! Doesn’t any of this stuff matter?? In short, the answer is no. I have previously stated that I am a macro-based investor. This is certainly true. Much of the research I consume has to do with market fundamentals and global-macro analysis. This research helps me form a view that I can overlay with the WP. From a trading perspective, when it comes to actually pulling triggers and taking positions, my decisions are always guided first and foremost by the WP. Here is a fantastic quotation from Bob Prechter on this topic, “Sometimes the market appears to reflect outside conditions and events, but at other times it is entirely detached from what most people assume are causal conditions. The reason is that the market has a law of its own. It is not propelled by the external causality to which one becomes accustomed in the everyday experiences of life. The path of prices is not a product of news. Nor is the market the cyclically rhythmic machine that some declare it to be. Its movement reflects a repetition of forms that is independent both of presumed causal events and of periodicity.”
The Bottom Line:
Elliott Wave Theory is the best forecasting tool in existence. It has determined that the market’s progression unfolds in waves. Waves can be thought of as patterns that carry the market in a direction. There are a fixed number of the different kinds of patterns these waves can take. If you really boil this down to its essence, successfully applying the WP is as simple as identifying what kind of wave the market is currently in.
I will end this now. The next part will deal with the overriding wave structure that the market is in, the different kinds of waves we will see, and why this wave structure exists in the first place.
submitted by ParallaxFX to Forex [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to Python [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to deeplearning [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to MLQuestions [link] [comments]

Is ND10X Good for beginners?

Masters of ND10X
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submitted by aishamudgil to u/aishamudgil [link] [comments]

Best forex brokers The choice, whether to buy this robot or now not, honestly

Best forex brokers The choice, whether to buy this robot or now not, honestly
Best forex brokers You may wonder the way to choose the exceptional the Forex market system. In truth, you have to pick the most effective one. This means that you have to choose one that can prevent the maximum time. You ought to also do not forget the accuracy of predictions of the system. If the gadget can generate accurate predictions, it permit you to to maximise the profit. It can also help you to limit the losses.

https://preview.redd.it/iiie2k3xyd851.jpg?width=800&format=pjpg&auto=webp&s=dfcaedef8bf53ea8e11034cb4887d4683593607e
In fact, there are structures or the Forex market trading robots which are tremendously precise. A lot of buyers are the use of them to make large earnings. They are Fap Tubo and the Forex market Ambush. You need to additionally do not forget those systems if you need to make massive profits like the different traders who're the use of them!
One of the benefits of the use of a Forex gadget is that it could assist to trade robotically. You do now not want to hold monitoring the costs. The machine will exchange while the price comes in your goal intention. This method that you could store quite a few time.
When you are worried inside the the Forex market marketplace, you are trying to sell and purchase currencies in various international locations. Some humans will remember it certainly one of satisfactory domestic enterprise. You do no longer need to have quite a few cash for you to start. You can also have the possibility to make massive income. Yet, you need to pick the nice the Forex market gadget.
Traditionally, parents will visit and dealer and alternate the foreign money. To this stop, you may be buying and selling offline. You will need to as a minimum give the broker a smartphone name so one can change. On the contrary, you could also do on-line Forex trading. You may be the usage of a Forex gadget to help you to trade.
submitted by Halianajozaf to u/Halianajozaf [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to dataanalysis [link] [comments]

Forex Trading Systems - The Good, the Bad, and the Ugly

Why you need Forex trading systems and strategies. Learning how to trade profitably requires you to learn and master a few Forex trading systems. The key to trading is becoming a master of a few trading strategies not the jack of all. Forex trading systems are important as they will provide you with structure, a set of rules and a plan to follow. This article will discuss some of the different types of Forex trading strategies that are currently in the Forex market and teach you how to identify what makes the best FX trading system.
Indicator Driven Trading Systems. Approach with extreme caution, indicator driven strategies are often designed by someone who notices that this set up is currently working right now. The problem is just that, it's working for that present moment and often very little analysis has been done to understand the longevity of this Forex trading system.
The biggest issue with Indicator based Forex trading systems is that it uses indicators to generate a trading signal as opposed to pure price action. Indicators are lagging and therefore tend to give poorer and late signals than pure price action which is most up to date information on the chart.
However, as this trading system often looks exciting and 'sexy' on the charts many amateur traders find this trading strategy far too tempting.
Some guru's latest flash in the pan trading strategy. A trading system which comes with the guaranteed promise that you will 'never lose again and will turn your computer into an automated cash machine'; unfortunately the world is filled with these so called 'guru's' and their millionaire making Forex trading systems. Experienced traders know that losing trades is part of the game, you will always have losers and winner's you must be prepared to take loses. Professional traders understand no Forex trading strategy is ever guaranteed, however with trading results and back tested performance figures they focus on the overall picture of success. The best way to avoid falling victim to these scams when finding a Forex training company is to have proof of their strategies live trading results. This way you will understand the realistic and honest performance of their strategies.
Trading systems that actually work...
Harmonic trading patterns. Harmonic trading is the art of recognizing particular price patterns in line with Fibonacci extensions and retracements to calculate turning points in the financial markets. Confused yet? Harmonic trading is complex and requires a lot of time and practice to master, yet it could be one of the best trading systems because it offers high reward vs risk ratios and it is very versatile. It can be traded on any market on any timeframe.
If you are just starting off learning how to trade the market your initial focus should not be on harmonic trading patterns as they will take a lot of time and focus to understand. However for more experienced traders looking for a new trading system to add under their belt, harmonic trading is worth a look.
Old school technical analysis trading strategies. This particular trading system is well known and well traded throughout the Forex community for many years. Technical analysis includes; ascending triangles, consolidation breakouts plus head & shoulders patterns, flag patterns to name a few. The benefit in learning these trading systems is that they do work and they have decades of data to prove it.
The downside to these systems is many newer traders find this approach to trading dull and perceive it as old fashioned. It lacks the glamor and excitement of indicator driven system. It's not busy and flashy and unfortunately, newbie traders often mistake complexity as a sign of better performance and higher probability. However the reason old school technical analysis is still around is because it works, and plenty of experienced profitable traders use it in their own trading style. Other than lacking the excitement, old school technical analysis trading systems tends to have a lower success rate, which a lot of people are unwilling or unable to deal with. A lower success rate does mean the winning trades are typically very large, which makes the system profitable and worth learning as it gives you a solid foundation in learning the Forex markets.
Price action trading strategies. Now what you have been waiting for, I reveal the best Forex trading system you can learn is price action. Price action trading is the reading of the raw price action on a chart. The price is the most up to date information on the chart, so it will give you the most current situation when reading the chart. Price action as a Forex trading system is an incredibly simple method that is effective and functional as it works in both trending and ranging markets, with and against the trend. Learning price action can simplify your Forex trading and dramatically improve your results. With price action a trader has the advantage to trade any market on any timeframe, as price action setups are effective in all market conditions.
Price action trading systems to learn:
1. Pin Bar Setup.
The pin bar price action Forex trading strategy is a reversal system. It is designed to trade tops and bottoms of markets and can also be used in trend continuation by buying dips in upward trends, and selling peaks in downtrends.
2. Inside Bar Setup
Inside bars can be used very effectively when trading Forex. They are primarily used when trading strong trending markets as a trend continuation strategy.
3. Engulfing Bar Setup
Engulfing bars are great for trend reversals. They are rare, but a very strong price action reversal signal. Can be used when trading trends, but typically found at end of trend reversals.
4. Fakey Setup
The fakey setup is a trend based trading approach that watches for a false breakout of an inside bar formation. This setup can usually be found at levels of support and resistance, very similar to the pin bar setup. Fakey's are used to buy dips in upward trend, and sell peaks in downtrend.
Price Action Trading Systems... Your First Step. Do not get overwhelmed focus on a few price action trading strategies only. Trade these setups on a few different currency pairs. Grow your confidence. Become comfortable with identifying setups and really understand how to enter the trade step by step. Start with one price action Forex trading system and only when you are completely comfortable add another trading system.
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Forex Signals - How to Instantly Trade Like You Have Decades of Forex Trading Experience

Seriously consider forex signals if you are not yet trading profitably, have limited experience, or just don't have much time to devote to your forex trading.
From the simple one email a day variety to the forex mentor who sits with you all day holding your hand as you trade, a portfolio of forex trade alerts can be virtually free and can transform you into a profitable trader instantly.
If like us you've ever analysed a chart and placed your own trades, you will almost certainly have also sat in front of your screen wondering if you were doing the right thing.
Questions like "have I entered this trade too late ?" and "am I trading in the right direction (long when I should be short)" will certainly have entered your mind.
How many times have you wished you had an expert trader with decades of experience guiding your trades, keeping you out of dangerous trades, and pointing you towards trades with a higher probability of success ?
We were certainly in that position many times in the early days, but always imagined the cost of having an expert on hand would far outweigh any extra profits we might make. It turns out we were quite wrong.
There are numerous services available, known variously as forex signals, forex alerts, or forex tips.
Trading signals come in a variety of formats, suited to how much of your day you can devote to trading. And yes beware, there are loads of scams out there too, but we'll show you how to avoid them, and we'll direct you towards the better ones.
Forex Trading Signals - many varieties
The main characteristics of forex trading signals to be aware of are as follows;

A free forex signal may at first seem like a fabulous idea, but as we will reveal here, you may very well prefer to pay for a free subscription service (yes, we know that doesn't make sense - but read on)
Most forex trade signals charge a very modest subscription fee, usually in the region of USD $80 - $400 per month (although happily most are at the lower end of this range), while there are also websites which provide forex signals for no charge.
In their simplest form a forex trading signal will send you a forex alert email once a day listing trade set ups for the next 24 hours.
Some of these are purely computer generated, some are computer generated and then audited by a human expert, and some are completely researched and generated exclusively by a human expert trader who may add some market commentary to their forex forecast.
Some forex trading signals are high volume scalpers, calling many trades in a day aiming to profit a handful of pips on each. Others only call a few trades a day, aiming to profit 20 - 80 pips on each single trade.
At the more full-service end of the market is the type of forex signal service which provides you with an almost 24 hour a day live online broadcast calling forex trading tips as they occur, explaining the logic of the proposed trade and backing it up with an email or even a video clip.
Some forex trading signals will even trade their signals in your own account for you, leaving you to just sit back and watch. This is similar to what a robot does by using forex signal software, but with the added reassurance that it's being done by an experienced intelligent human trader rather than a dumb machine following an algorithm.
Think of full-service forex trading signals like a forex TV station, which you have running in the background on your pc or internet connected laptop throughout your day. The broadcast remains quiet when there is nothing to do, freeing your time for the other priorities in your day, then calls for your attention when there is a trade to place or manage.
You may be surprised, as we were, to discover that the prices charged by full-service providers are usually very similar to those charged by the one email a day providers.
This type of service usually also includes an interactive facility, enabling you to send a message to your forex mentor if you have a question.
Many forex signal services have very loyal memberships, and some even limit the number of members they will accept.
Free forex signals (virtually)
On the basis that time is money, in our opinion the amount of time we can now devote to other activities by not slaving over our charts for hours searching for the perfect trade set up, not to mention the improvement in our trading results, has more than paid for the very modest cost of the forex signal subscriptions.
Indeed if you apply this logic, subscription based services can effectively be free when you take into account the improvement in your trading profits, and the freeing of your time for other profitable activities.
If you think about it, a subscription based forex signal service has a built-in incentive to call profitable forex trading tips, as its subscriber base would soon evaporate if it failed to provide profitable currency trading tips. "Free" non subscription signals do not have this incentive.
Manage your risk
In any aspect of forex trading your primary goal is to manage your risk. Choosing, and trading a forex trade alert should be no different.
Even the best most experienced provider of forex signals will regularly have losing trades. However taken with all of their winning currency trade signals the overall result should still be profitable, but not all systems work all of the time. Some forex alerts may even have a completely losing week or month.
However, we have found through our own experience that the best way of making consistent profits with forex signals is to subscribe to several different currency trading signals and trade all of their signals. If one of them is having a particularly bad week, the others should compensate and still net you a profitable week, or break even at worst.
Always do your due diligence before trading a provider's forex alerts. Good forex signal services will publish their last 6 - 12 months results on their website. Some will even show you details of the actual trades they took. Expect to see losses as well as winners - that's just the nature of trading. Indeed, if the results show only winners, or the provider is unwilling to show you any results, or to provide contact details of some of their clients willing to give a reference be on your guard.
Most will offer you some sort of free trial or discounted special offer. Make sure that you clearly understand the terms of this offer and know the deadline by which you need to give notice to terminate if you're not happy with the service provided.
If you compare the last 6 month's results of all the forex signal service providers you intend to use, you should find that taken as a whole they delivered a profit.
Past performance is no guarantee of future results, but we have found that if you have a good combination of trading styles in your trading signals portfolio you are in with a fighting chance of consistent profits whatever the market conditions.
Again, think about the cashflow logic of what you will be doing here - the subscription costs of each forex signals service are already very modest, and by combining them you are increasing your probability of consistent profits. They can't all get it wrong all of the time, and remember they are all incentivised by their membership to get it right as often as possible.
Even with experienced traders calling your trades, it's prudent risk management to never ever risk more than 3% of your initial capital on any one trade, preferably only 1%. So, if for example your initial capital, (or to put it another way, the maximum you can afford to lose) is let's say 5,000, the position size you take on each trade should be such that if the trade hit your stop loss, your maximum loss would be no more than 1% x 5,000 = 50.
Using forex signals as trade ideas
Even if you prefer not to follow forex tips to the letter, you can still profit from their trade idea.
For example, if you receive a forex tip trading the GBP/USD long with a 40 pip stop loss, but on analysing the charts (following your attendance on a forex training course) you feel more comfortable placing the stop loss let's say 63 pips below entry, giving the stop protection below a visible area of recent and prior support, which happens also to be below the weekly pivot point, and in doing so are happy to have a longer range target - then go right ahead and do so.
We were surprised to find that when we did exactly this with one of our forex signals' tips our trades actually performed better than theirs did. Two heads better than one maybe.
The point is though, that without the forex market forecast drawing our attention to that particular chart at that particular time we would never have seen that trade idea.
This also makes the point that while it may at first seem temping to let a signal provider trade your account for you, if you have the time you may actually prefer to control it yourself.
If you have been through a good forex training course and understand the concepts of support, resistance, pivot points, trends etc you should always use this knowledge to perform your own due diligence on forex alerts. You may well find as we did that you can enhance the overall performance of your portfolio of forex trade recommendations.
submitted by Ozone21337 to ForexDiamondReviewinf [link] [comments]

Bitcoin trading strategy

This is a bit different than usual, hopefully you guys don't mind:
You are trading Euros and Bitcoins (E and B for the purposes of this problem). Using your time machine you have found out the forex rates for the next n days. Let the price of 1B in E for day a be pₐ, where 0 < pₐ < 1 and a <= n.

Day Price E/B
1 p₁
2 p₂
3 p₃
... ...
n pₙ
Every day you can decide if you want to trade all your E to B or all your B to E. If you start with 10E, what is the maximum amount of E you can have after n days?
Note: to convert B->E you multiply by p, and E->B you divide by p.
Because I'm asking for a general method, and there are many of them (some trivial), I encourage everyone to try to post the most computationally efficient solution they can find and to try to beat the current best. I will not consider trying every possible combination (or any solution that is computationally less efficient than it) a valid solution for the sake of the puzzle not being immediately solved. Have fun!
submitted by Diasat to mathriddles [link] [comments]

Samsung Washing Machine Service Center in Hyderabad

Samsung Washing Machine Service Center in Hyderabad
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Samsung Washing Machine Service Center
submitted by SnooFoxes5249 to u/SnooFoxes5249 [link] [comments]

Top 3 Home Business Opportunities that Actually Works!

The best home based business opportunity is affiliate marketing. You make money by simply promoting other people's products. There are so many ebooks on the net about affiliate marketing. The article that you are about to read is review about the top 3 strategies that shows you exactly how to start your home business by promoting other people's products.
The world is changing more than ever, and we faced with massive corporate layoffs and uncertain global economy. We all know that things will never be the same again, which has led to millions of people (like you) finding ways to start and make living from their own home business.
This means that if you have ever wanted to make income from your own home business, there is no better time than Right Now. The perfect home business, of course, is ONLINE BUSINESS. There are many schemes and scams of all kinds of e-books on the web claiming to show you how to make money online. From personal experience, I will advice you not to waste your money on those expensive and get rich quick e-books. Before buying any book about making money online, you need to read the review on www.make-money-onlinesite.com about the top 3 online opportunities that actually works. These opportunities are the top selling programs on the internet today.
Still Skeptical? THINK AGAIN.
The main key to making money online is knowing how and where to start, and also knowing that there will always be assistance when you need help. These 3 e-books:
1) The Rich Jerk 2) Forex Enterprise, and 3) Affiliate Cash Vault
will show you proven step-by-step strategies on how to start your own profitable online business as an affiliate marketer and more.
The Rich Jerk’s e-book is now the biggest selling e-books of its kind grossing over 6 million dollars of sales since August 2005! He says that he is going to show you some of his current and former websites that have made him millions, using the exact strategies that you will be using. He claims: to reveal the unorthodox marketing methods that brought him millions of dollars each year, that most of his techniques have never been seen, and that he is better than you because he's richer! His e-book is written in a direct and clear style to go straight to the point.
Forex Enterprise is a step by step guide that shows you how to create a profitable home business online. The e-book shows you all the secrets you need to be successful with your new online business, and you get $50 free google cash toward your adwords campaign by buying his book. His e-book is truly money making machine that anyone serious about internet business must have.
Affiliate Cash Vault is an amazing money making system that will show you how to promote other people products and collect commission checks that will be rushed to you in the mail. I highly recommend for newbie’s because it is a truly excellent systems that shows you how and where to start your online business and profit from it within the same the day. Then you just set it on auto-pilot and continue cashing checks month after month.
I learned a lot myself from their information and think you really will too regardless of your experience level.
For more information check http://forexmarket.site/listing-wealth-club-information-307.html and discover how to start your own profitable home business.
submitted by Giuelith to WealthClub [link] [comments]

200 achievements of Modi Govt

  1. Fragile five to Fastest growing economy - India
  2. 11th largest to the 5th largest economy - India
  3. Share of world GDP from 2.43% in 2014 to 3.08% in 2018
  4. Average GDP 7.3% against 6.7% in previous regime
  5. Forex reserves from 300 bn USD in 2014 to 420 bn USD in 2018
  6. Doubling of FDI inflow from 36 bn USD in 2014 to 66 billion USD in 2018
  7. Inflation less than 2.3 % (Nov 18) against 10.1% in 2014
  8. Growth of sensex from 24,121.74 in 2014 to 36,395.03 on 12 Feb 19 (50.88%)
  9. Fiscal deficit under control
  10. Per capita income increased by 45% from Rs 86,647 in 2014 to Rs 1,25,397
  11. IT exemption from 2 lakh in 2014 to 5 lakh (effectively 9.85 lakh with home loan)
  12. Restaurant bills tax reduced from 18% in 2014 to 5%
  13. Transaction charges through card down from 1% to 0%, domestic money transfer fee down from Rs 5 in 2014 to zero
  14. Financial inclusion (32 crore bank accounts with 260 billion worth deposits). Almost 100% coverage from earlier 50%
  15. DBT (savings of 83000 crores @ 15000 crore annually), No of govt schemes DBT applied to increased from 34 in 2014 to 433, 2.7 lakh fake mid-day meal students, 3.3 crore fake LPG connections, 87 lakh fake MNREGA job cards, 3 crore fake ration cards eliminated
  16. Zero IT for businesses with turnover upto 60 lakhs
  17. GST exemplifying cooperative federalism, rates of 83 items down from pre-GST rates, out of 1211 items only 35 items in above 18% slab, 39% reduction of cost of basic household items. Average 1 lk crore monthly revenue through GST collection. Exempted for business upto 40 lk
  18. Insolvency and Bankruptcy Code, constitution of NCLT, 3 lakh crores of NPAs recovered, 66 cases resolved, 260 cases liquidated, resolution of stressed assets, 2100 companies pay back 83000 crore to banks settling their pending loan repayments
  19. 75 billion $ or Yen to Rupee exchange agreement with Japan
  20. 1 lakh shell companies deregistered, FCRA licenses of 4800 NGOs cancelled
  21. Fugitive Economic Offenders Bill, properties of economic fugitives seized and auctioned
  22. 1.9 lakh km of rural roads. Rural road connectivity at 91% from 55%
  23. 36 new airports, from 65 in 7 decades to 106, all states now in air connectivity map
  24. Effective international diplomacy following 59 visits to nations, 38 single, 10 double, 3 triple and 2 quadruple visits by PM.(Seen during Airstrikes,No Country opposed India)
  25. Benami Act for action against Money Laundering
  26. Rural sanitation coverage 95 % up from 39% (8.8 crore toilets)
  27. Solar energy capacity increased 8 fold from 2.63 GW to 22 GW, 19. 8.5 GW of biogas grid installed.
  28. Ganga waterway transportation, usage by shipping giant Maersk, cost of transportation reduced from 10/ton (road) / Rs 6/ton (rail) to Re 1/ton
  29. More than 2.4 crore households lit up, rural electricity coverage to households up from 70 to 95%, only 19836 homes remain (in Chhatisgarh) out of 2,48,09,235
  30. Electricity accessibility rank jump from 99 in 2014 to 26 in 2019
  31. 7 crore new gas connections to 3.5 crore households u/69000 conections per day, coverage 90% from 55%, 82% return for refill, 42% beneficiaries Dalits
  32. 14.4 crore mudra loans worth Rs 7 lakh crore disbursed
  33. 18000 remote villages connected with electricity
  34. 2.92 lakh km of optical fibre laid, 0.02% to 50% gram Panchayat connectivity
  35. Swachh bharat mission has saved, according to WHO, 3 lakh lives and will save 1.5 lakh lives per year.
  36. IT filers increase from 3.79 crore to 6.08 crore, enterprises registered for indirect tax up from 64 lk to 118 lakh
  37. Entry of India in global regimes Missile Technology Control regime (MTCR), WA (Wassenaar Arrangement) and Australia Group
  38. 17 crore soil health cards
  39. 1.5 crore houses built, 91.37 crore in rural areas and 13.5 lakh in urban areas against 25 lakh houses built between 2010-2014. House for all target year is 2022.
  40. 1,78,346 houses built in NE over existing 2875 houses built till 2014
  41. Home loan interest rate down from 10.3 % in 2014 to 8.4% in 2018, annual savings of Rs 47,160 for 30 lakhs over 30 years, no GST on affordable housing, 5% on remaining
  42. Trading agreement in rupee with Iran and UAE
  43. Common service centres up from 84k to 3 Lakh
  44. OROP implemented after 43 years, 35000 crores disbursed to 8 crore veterans
  45. India's vaccination programme Indradhanush amongst 12 best practices of world
  46. 5035 Jan Aushadhi and - 1054 medicines under price control (60-90% discounts).
  47. More than 150 Amrit stores, reduction of cost of cromium cobalt Knee implant from 1.58-2.5 lakh to 54,720 and high flex implant from Rs181728 to 56490 (69%), 85% reduction in cardiac stent price to Rs 28000
  48. 87% reduction in 400 cancer drugs
  49. Rate of Interest on higher education loans dropped from 14.75 in 2013 to 10.88% in 2019, savings of 1.18 lakh on 10 lakh loan over tenure of 60 months, Rs 2000 savings on EMI
  50. Data revolution: Cost of 1 GB $0.26 in India against $12.37 in US, $6.66 in UK and $75.2 in Zimbabwe. Unlimited mobile+ 45 Gb data = Rs 150 against Rs 1000 in 2013; annual savings of 10,200
  51. Katra rail line work completed after 16 years
  52. Dhola Sadiya bridge work completed after 16 years
  53. Sardar Sarovar Dam work completed after 15 years
  54. Aadhaar act
  55. Pakyong airport completed after 10 years
  56. Chennai Nashri Tunnel after 10 years
  57. Assam NRC after 40 years
  58. National War Memorial after 50 years
  59. NE cpas after 60 years
  60. Kollam bypass after 43 years
  61. Indo-Bangladesh enclaves after 42 years
  62. Bansagar canal project after 40 years
  63. Bogibeel bridge after 23 years
  64. Western peri expressway after 15 years
  65. Kota Chambal bridge after 11 years
  66. Maibang-Lumding Stretch completed
  67. Delhi Meerut Expressway completed
  68. Ganga Expressway project (world's longest) underway
  69. Metros in Ahmedabad, Nagpur, Jaipur, Lucknow, Washermenpet
  70. All umanned level crossings eliminated
  71. Ayushman Bharat: annual 5 lakh health care to every family, 15.05 lakh hospital admissions for secondary/ tertiary treatment, 2.4 crore e-cards generated as on 10 Mar 19 in 170 days. Target 50 crore people.
  72. 59minutes loan portal: 92,000 loan applications of MSME amounting to 30,000 crores approved, 6000 crores sanctioned till Nov 18
  73. 87% of farming house (owning land of 2 hctrs) or 12 cr ppl to get kisaan sammaan nidhi of Rs 6000 pr year. Rs 5215 cr transferred directly to 2.6 crore farmers in 37 days (for households with holding less than 0.01 hectares incm per month so far was Rs 8136 agnst exp of 6594
  74. 1.5 million electric rickshaws
  75. Procurement of 36 Rafale on Government to Government Basis avoiding middlemen
  76. 05 billion$ S 400 Triumf air defence missile system deal with Russia
  77. 145 M777 howitzer deal
  78. 22 Apache AH 64E multi-role combat helos
  79. 200 KA-226T helicopters
  80. 56 EADS CASA C-295 transport aircraft
  81. 15 CH 47 Chinook tactical transport helicopters
  82. 2.3 lakh Bullet proof jackets
  83. 1.6 lakh Bullet-proof helmets
  84. 777 mn USD Barak 8 LRSAM contract
  85. 5 bn USD S-400 air defence systems
  86. 10 Heron TP armed drones
  87. 4 additional P8I MR aircraft
  88. 40 units of Laser sensor border fence installed
  89. 72,400 Sig Sauer Assault rifles
  90. 100 self-propelled K9 Vajra howitzers
  91. 700000 AK-103 Kalashnikov assault rifles indigenous facility
  92. Surgical strikes in Myanmar, across LoC and in Pakistan. Only Country to bomb a Nuclear Powered Country
  93. 240 million visitors at Kumbh Mela 2019, cost 4236 crores @ Rs 177 per tourist, revenue 1.2 Lakh crores
  94. 833 teraflop supercomputer Param Shivay by IIT BHU at Rs 32.5 crores
  95. Divisional status to Ladakh
  96. 470 bed ESIC hospital in Ennore
  97. 100 bed ESIC hospital in Tiruppur
  98. Namami Gange - Ganga is 30% cleaner, 83 out of 97 ganga towns and 4456 villages achieved ODF status, 08 out of 16 drains emptying 16 crore l sewage into Ganga tapped. Target date Mar 2020
  99. 5,45,122 ODF villages, 598 ODF districts, 27 ODF states/ villages
  100. RERA implementation
  101. Udaan scheme - flight cost down from Rs 5000/1000 km in 2013 to 3400/1000 km in 2018, 34 airports operationalised, small towns connected, all states on aerial
  102. Preventive conservation of 39275570 folios, curative conservation of 3656863 filios, digitisation of 2.83 lakh manuscripts consisting of 2.93 crore pages
  103. India is now world's largest 2-wheeler manufacturer, 2nd largest smartphone manufacturer (94% of mobiles sold now made in India), 4th largest automaker, 2nd largest steel producer
  104. 5100 m Mandvi Bridge in Goa in 3.5 years
  105. Ease of doing Business ranking jump from 134 in 2014 to 77 in 2019
  106. Therubali - Singapur Bridge No 588
  107. Restoration of Asurgarh Fort, Kalahandi
  108. GeM portal with 731431 product categories, 180,862 registered sellers and 32114 govt buyers
  109. 10% EWS reservation
  110. 40% of ongoing 700 NH projects completed, adding 40,039 km between 2014-18 against 91,287 km between 1947-2014
  111. Highway construction rate jumped from 12 km/day in 2014 to 27 km/day in 2019
  112. 101 terrorists and 11 offenders extradited
  113. 90,000 ex-partite Indians evacuated
  114. Chabahar port, Sittwe port and Duqm port
  115. Military installation in Seychelles
  116. International logistics agreements with US, France and Singapore
  117. Work underway on 25 MLD ZLD Common Effluent Treatment Plant at Gujarat Eco Textile Park and will save 25 million litres of water per day
  118. Beautification of 65 railway stations, all stations fitted with LED lights, wi-fi, multi-brand food centres, kiosks, executive lounges, lifts (445 from 97 in 2014), escalators (603 from 199 in 2014), travellators and ramps
  119. Record number of foot over bridges built
  120. 871 new train services
  121. 180 new rail lines
  122. Dedicated railway freight corridor - 2 sections completed
  123. 100% electrification of railways underway, first solar powered railway station (Guwahati). First solar powered train (world's second), savings of Rs 40 Lakhs and 90,000 ltrs diesel per year
  124. Make in India semi-high-speed trains - Tejas, Gatiman and Vande Bharat
  125. Humsafar and Antodaya trains, Deen Dayalu and Anubhuti coaches, UDAY double decker, glass dome Vistadome coaches
  126. Project Swarn and Project Utkrisht to upgrade Rajdhani/Shatabdi and Mail/Express respectively
  127. Largest coach production in world at ICF, Chennai
  128. No more human extreta on railway tracks. Installation of 1.37 lakh out of 2.5 lakh completed in Jun 18.
  129. 400 wi-fi railway stations (Aug 18)
  130. 80% reduction in rail accidents
  131. 10 high speed rail corridors underway, target date 2025-26
  132. Export of world class customised coaches from MCF, Rae Bareli
  133. LIC and Air India register profit
  134. 2300 km rail tracks constructed, speed jumped from 4.1 km/day in 2014 to 6.53 km/day in 2018
  135. Neem coating of urea
  136. Gokul mission - record 160 million ton milk production
  137. Online availability of CBSE and NCERT books
  138. 10 crore LED bulbs distributed, 5000 crore savings
  139. Investment in urban infrastructure jumped from 157703 crores to 795500 crores
  140. Statue of Unity to commemorate Iron Man of India
  141. Rs 2509 crore sales in Khadi
  142. 482.36 million digital transactions worth Rs 74,978 crores in Oct 2018 against 0.3 million transactions worth Rs 90 crores in Nov 2016
  143. 30% increase in ATMs, 208% increase of PoS machines from 10.81 lakh in May 14 to 33.32 lakh in Aug 18, 111% increase in credit cards from 1.94 crore in May 14 to 4.10 crore in Aug 18, 144% increase in debit cards from 40.17 crore to 98.02 crore
  144. Ease of Doing Business Index 142 (2014) to 100 (2018)
  145. Ease of getting electricity index 99 (2014) to 26 (2018)
  146. UN's e-govt index 118 (2014) to 97(2018)
  147. Globalisation index 112 to 107 (2018)
  148. Innovation index 76 to 60 (2018)
  149. Competitiveness index 71 to 39
  150. Logistics performance index 54 to 35
  151. Global peace index 141 to 137
  152. DBR ranking 100 to 77
  153. India ranks 3rd in global start up ecosystem
  154. 06 crore jobs in MSME sector based on CII data
  155. 448 million formal jobs based on EPFO, NPS and PPF data
  156. 10 crore jobs in entrepreneurship via mudra and other schemes
  157. 80% increase in tax payers, 51.3 % increase in gross tax revenue
  158. Black Money report card - Voluntary income declaration scheme (Rs 65250 crore), IT search and survey operations (35,460 crore), Pradhan Mantri Garib Kalyan Yojana(5000 crore), Benami transactions Act (4300 crore), Black Money and Imposition of Tax Act (4100 crore)
160 Rs 6000 financial assiatence for pregnant women
161/1 . Sagarmala: port capacity increase from 8 to 14.7 lakh ton, cargo up from 89 to 116 MMT 8 new national waterways including ganga waterway NW-1 and Brahmaputra waterway NW-2.
161/2. domestic cruise service between Mumbai and Goa, ro-ro services on Ghoga-Dahej reducing travel distance from 294 to 31 km
161/3. New international cruise terminals at Chennai and Goa, railway line between Haridaspur and Paradip underway, LNG import terminal at Kamarajar port, Oil berth ai Jawahar Dweep,Coal berth at Mangalore port
161/4 . deep draft Iron ore berth at Paradip berth, JNPT SEZ, Kandla and Paradip smart industrial port city, largest dry dock and international ship repair facility at CSL, modernisation of 17 fishing harbours
  1. 800 km Delhi-Mumbai Expressway underway
  2. Replacement of bio-toilets with upgraded vacuum bio toilets in trains underway. Order for 500 placed on experimental basis.
  3. No terror strikes in hinterland
  4. 103 new KVs
  5. 62 new Navodaya Vidyalayas
  6. 6 new IITs against 16 in previous 57 years
  7. 6 new IIMs against 13 in previous 57 years
  8. 7 IIITs against 7 in previous 57 years
  9. 02 new IISER
  10. 12 new AIIMS against 7 in previous 57 years.
  11. 141 new universities against 30 in previous 57 years
  12. 01 new NIT
  13. Life Insurances @ Rs 12 annual and @ Rs 12 monthly premiums
  14. Atal Pension Yojana
  15. Pension to 42 crore people of unorganised sector
  16. Ambedkar memorial
  17. BHIM application for digital payments
  18. Khelo India Initiative for tracking of athletes' development, Rs 5 lk per annum scholarship for 1000 budding athletes per year for eight years each; monthly Rs 50000 out-of -pocket exptr, 2000 PETs, salary cap of coaches doubled from Rs 1-2 lk per month, target 15 yrs
  19. Special Task Force for Olympics
  20. RERA Act
  21. Bullet train maiden project
182/1. Rs 6.92 lakh crore Bharatmala project, 44 economic corridors with 9000 km road, 2000 km port connectivity, 9000km roads to connect district HQs with NH,
182/2. 2000 km road with Nepal, Bhutan, Bangladesh and Myanmar, opening up of 185 choke points, road development to char dham, 12 greenfield expressways spanning 1900 km
  1. 36 murtis retrieved and brought back to India in 2014-2019 under India Pride Project against 02 between 2000-2013, 02 in 90s, 03 in 80s, 01 in 70s and nil in 50s and 60s
  2. Unemployment rate 3.8% against 13.8 % in 2013
  3. India is a less-cash society now
  4. Develpment of Trincomalee and Columbo port while checkmating China's Hambantota by taking operations of near by (15 km away) Mattala Rajapaksha International Airport
  5. Plugging the 'double taxation avoidance' black money loophole through a new tax agreement with Mauritius
  6. Deal with Switzerland for automatic tax data sharing from 01 Jan 2019
189/1 Varanasi - Varanasi ring road phase 1 completed, phase 2 underway, inland waterways terminal, Babatpur airport highway, 140 MLD Dinaput STP, facelift to railway station, big cow shelter for stray cattle, BPO centre, piped gas project, Varanasi-Balia rail project,
189/2. Vande Bharat Express, Kashi Vishwanath temple - Ganga Ghat corridor project, renovation of all bathings ghats, LED illuminations of ghats and major roads, underground electricity cabling,
189/3. new sewage plants, 02 cancer treatment facilities, 65th to 29th rank in swachhata sarvekshan (2016), 90% ODF district.
  1. Creation of 100 Smart cities, 100 crore per year per city for 05 years, 500 acres for retrofitting, 50 acres for redevelopment, 250 acres for green field projects, 10% of energy from renewable resources, 80% of green building construction, special purpose vehicles.
191/1 Development of 500 AMRUT cities underway, urbanization project of rejuvenation and transformation which includes beach front development, prevention of beach erosion, improvement of water supply, replacement of pipelines,
191/2. New sewerage connections, greenery and open spaces, digital and smart facilities, e-governance, LED streetlights, public transport, storm water drainage projects in a phased manner, Target date 2022
  1. Increase in Child Sex Ratio (CSR) in 104 BBBP (Beti Bachao Beti Padhao) districts, anti-natal care registration in 119 districts and institutional deliveries in 146 out of total 640 districts as in Mar 18. CSR of Haryana increased from 871 to 914.
  2. International Yoga Day
  3. Aspirational Districts Programme: 115 'backward' districts placed under 'prabharis' and for competitive development on the basis of 49 performance indicators, target year 2022.
195/1. Make in India: 16.4 lakh crore investment committments, 1.5 lakh crore investment inquiries, 60 bn USD FDI, 26 sectors covered, 23 positions jump in World Bank's Doing Business Report (DBR), 32 places in WEF's Global Competitiveness Index (GCI),
195/2 19 places in Logistics Performance Index, 42 places in Ease of Doing Business index, schemes include Bharatmala, Sagarmala, dedicate freight corridors, industrial corridors, UDAN-RCS, Bharat Broadband Network, Digital India.
  1. 251 Passport Seva Kendras (PSKs) and Post Office Passport Seva kendras (POPSKs) against 77 till 2014, target of one PSK every 50 km across India.
  2. Unanimous election of Justice Dalveer Bhandari to ICJ forcing UK to pull out own nominee Christopher Greenwood, demonstrating India's clout in international arena.
  3. India Post Payments Bank: India's biggest banking outreach with 1.55 lakh post offices (2.5 times banking network) linked to IPPB system
  4. Philip Kotler award, Seoul Peace prize, Champion of the Earth Award, Grand Collar of the State of Palestine, Amir Abdulla Khan Award, King Abdulaziz Sash award, Amir Amanullah Khan award.
  5. 1900 gifts and memorabilia received by Modi auctioned and 11.7 crores added to Namami Gange fund, 1.4 c of Seoul Peace award also to Nammami Gange.
New Adds
  1. Removal of article 370 and thereby also 35a after several decades.
  2. Giving citizenship to persecuted minorities in Pakistan, Bangladesh and Afghanistan through passing of CAA.
  3. Trust for creation of Ram Mandir underway.
  4. Abolishment of Haj subsidy.
  5. Abolishment and criminalization of instant triple talak.
  6. Deal with Bodo community.
  7. Getting Maulana Masood Azhar listed as an UN designated terrorist.

Source - https://www.reddit.com/IndiaRWResources/comments/bgkus6/200_achievements_of_modi_govt/

List more achievements in the comment section and lets make the list bigger, a big thank you to our fallen kar sevak u/Alive_Firefighter
submitted by justchillar to Chodi [link] [comments]

WHAT IS ND10X? IS IT A SCAM?

WHAT ND10X isn't
ND10X Review:- It is vital to realize that ND10X is not a completely automatic trading system such as robots. Once you start the usage of the device, it's going to generate alternate hints using the proprietary indicators and algorithms. You may be required to the area the forex trades your self through one of the trading platforms (together with Meta trader 4). This means that the gadget isn't a mixture of automated trading robotic and gadgets for doing a foreign exchange.
ND10X is also no longer a machine for skeptics. The writer is claiming that he's going to assist you to make ten-fold returns in your account in a relatively brief amount of time (beneath months). Prospective individuals must take delivery of this declare and pay the non-refundable club fee or appearance elsewhere for guru steering.
WHAT units ND10X other than other products?
ND10X Review:- is precise from different structures starting with the claims it makes. The grade by grade and easy to observe blueprint claims to permit you to rapidly boom your account fee. Mainly, in case you comply with its -step formula, you are intended so one can grow an initial $1,000 up to $10,000 inside 60 days or sooner.
The gadget is likewise distinctive from other merchandise inside the actual-global trading enjoy of the founder who has controlled a multi-million dollar hedge fund. He completed this all at the same time as he becomes efficiently educated hundreds of people in mastering to alternate forex efficiently. ND10X includes a giant amount of his education in the form of five distinct units of motion pictures that he includes together with his master magnificence series. The motion pictures come on DVDs and arrive at your door. In recent times, very few competitors are offering bodily component systems in this degree any further.
Who is THIS device in particular DESIGNED FOR?
ND10X was optimally designed for folks that are new to buying and selling the forex markets. This allows giving an explanation for his good-sized amount of covered educational videos that provide grade by grade steering. Delic pledges to work with a tremendously small organization of only 250-300 humans at a time so that you can help make certain that they could make money on their foreign exchange trades. It's far why he turned into best offering 250 subscriptions to the brand new provider when he released.
submitted by newproductsreviews to u/newproductsreviews [link] [comments]

I've reproduced 130+ research papers about "predicting the stock market", coded them from scratch and recorded the results. Here's what I've learnt.

ok, so firstly,
all of the papers I found through Google search and Google scholar. Google scholar doesn't actually have every research paper so you need to use both together to find them all. They were all found by using phrases like "predict stock market" or "predict forex" or "predict bitcoin" and terms related to those.

Next,
I only tested papers written in the past 8 years or so, I think anything older is just going to be heavily Alpha-mined so we can probably just ignore those ones altogether.

Then,
Anything where it's slightly ambiguous with methodology, I tried every possible permutation to try and capture what the authors may have meant. For example, one paper adds engineered features to the price then says "then we ran the data through our model" - it's not clear if it means the original data or the engineered data, so I tried both ways. This happens more than you'd think!

THEN,
Anything that didn't work, I tried my own ideas with the data they were using or substituted one of their models with others that I knew of.

Now before we go any further, I should caveat that I was a profitable trader at multiple Tier-1 US banks so I can say with confidence that I made a decent attempt of building whatever the author was trying to get at.

Oh, and one more thing. All of this work took about 7 months in total.

Right, let's jump in.

So with the papers, I found as many as I could, then I read through them and put them in categories and then tested each category at a time because a lot of papers were kinda saying the same things.
Here are the categories:
Results:
Literally every single paper was either p-hacked, overfit, or a subsample of favourable data was selected (I guess ultimately they're all the same thing but still) OR a few may have had a smidge of Alpha but as soon as you add transaction costs it all disappears.
Every author that's been publicly challenged about the results of their paper says it's stopped working due to "Alpha decay" because they made their methodology public. The easiest way to test whether it was truly Alpha decay or just overfitting by the authors is just to reproduce the paper then go further back in time instead of further forwards. For the papers that I could reproduce, all of them failed regardless of whether you go back or forwards. :)

Now, results from the two most popular categories were:

The most frustrating paper:
I have true hate for the authors of this paper: "A deep learning framework for financial time series using stacked autoencoders and long-short term memory". Probably the most complex AND vague in terms of methodology and after weeks trying to reproduce their results (and failing) I figured out that they were leaking future data into their training set (this also happens more than you'd think).

The two positive take-aways that I did find from all of this research are:
  1. Almost every instrument is mean-reverting on short timelines and trending on longer timelines. This has held true across most of the data that I tested. Putting this information into a strategy would be rather easy and straightforward (although you have no guarantee that it'll continue to work in future).
  2. When we were in the depths of the great recession, almost every signal was bearish (seeking alpha contributors, news, google trends). If this holds in the next recession, just using this data alone would give you a strategy that vastly outperforms the index across long time periods.
Hopefully if anyone is getting into this space this will save you an absolute tonne of time and effort.
So in conclusion, if you're building trading strategies. Simple is good :)

Also one other thing I'd like to add, even the Godfather of value investing, the late Benjamin Graham (Warren Buffet's mentor) used to test his strategies (even though he'd be trading manually) so literally every investor needs to backtest regardless of if you're day-trading or long-term investing or building trading algorithms.
submitted by chiefkul to StockMarket [link] [comments]

Day trader since 2011 (equities, Forex, crypto) , feel free to ask questions, here to help.

Hey guys and gals experienced daytrader here, i have decided to give some helping hand to community, giving 5 to 10 minutes a day to answer some questions if anyone needs a helping hand. I have been trading all three major retail markets since 2011, Forex, equities and crypto. If you have any questions in topics related to trading in general, or any of those markets specifically feel free to ask.
Or you can also check blog with some outlined topics related to trading, and the markets above in general:
https://www.tradethematrix.net
My primary focus is heavily research oriented approach to markets (quantitative analysis), finding specific structural / orderflow setups that can be executed with edge over many repetitions, using fundamental and technical price analysis approach. High priority focus in high amount of executions and extraction of edge trough many repetitions, using primitive machine learning approach to learning and trading in general.
If you have questions such as how to scale positions, suggested literature, research questions, how to learn fundies etc...ill by giving my best go to answer it.
submitted by TradeTheMatrix to Daytrading [link] [comments]

So you wanna be a proffesional trader?

Back to the trenches I guess. Some of you might remember my last post over proffesional approaches to the markets. If not I suggest you take a look on it before reading this.
https://www.reddit.com/Forex/comments/cxymyf/a_peek_into_how_financial_institutions_play_this/
I promised to discuss some stuff about macroeconomic approaches to forex, and well, with some delay here I am. Again, here I introduce the very same disclaimer. This is a professional approach, not coming from retail. Take everything with a grain of salt, and exercise proper due diligence with your approach. Sincerely hope you get something out of this post.
An inconvenient, forex truth
You've been there, struggling and suffering for a while. You have experienced the pain that the markets can unleash on you. You have left positions on the red for longer than your sanity could possible hold. You have opened positions that moved to the green, but you did not take any profits and you let that position slowly die and possibly causing huge loses. Now here you are , in October 2019, possibly as a breakeven trader, still suffering and trying. You have researched hundreds of indicators, if not thousands. You thought you have all sorted out with your RSI , stochastics and TDI. Yet you have switched between strategies more than you have changed your underpants in your whole life. Spent too many hours looking at the screen, wondering what the hell you are still missing.
And the incovenient truth is that you want the glitz and the glamour, and the caviar, but you are not willing to eat the shit. And this is the shit: How are you expecting to make any good money on a field where you dont know virtually anything about it. Nor the substance that you are trading, nor what moves it. How are you actually expecting to beat guys that breath and eat economics?. You know literally nothing about volatility and liquidity, about interbanking flows , about puts and calls, market microestructure and price delivery mechanisms both on OTC markets and CME , what is GDP , how is calculated and why is critical. CPI, NMI, GDP to debt ratios, UST, repo markets, shadow banking, carry diferentials, how and why commodities alter certain currencies. EM vs G10 currencies, pegged vs unpegged. Balances of Payments.... When you hear "greeks" you are thinking about the Iliad or Athens. You know nothing about business and credit cycles. Valuation anchors, return to the mean, standard deviations, fair values. I could go on and on and on. Does this make you uncomfortable? It should.
You have dozens of the best students that the world can produce, coming out of the London School of Economics, or from IT degrees in Harvard and MIT, all moving into freaking huge financial institutions, building complex system, doing incredible research . Funded to an extreme you can not imagine. Working in partnership with the IMF and Central Banks all aroundthe world. PhD's dedicating their lifes to such complex systems and situations....... and yet here you are, insolent and ignorant piece of s***, you that have been trying to make your "RSI" or "stochastic" work for 2 months, trying to beat this multi billion-trillionaire infrastrucure. Do you start to realize where the f*** do you stand? Do you really believe even for a freaking second that you can beat them on their game? Using RSI or Ichimoku? EAT.THIS.SHIT.
And its not that technicals are not necesary. They are. But believe me, I (and most pro's that I've ever engaged with) spent less than 1/5 of the time actually managing trades and looking at price charts. If I'm not scalping , my day starts with me reading around 12 to 15 research papers coming from the main financial institutions, glued to my Reuters terminal reading more reports, looking at polls, updating my macroeconomic models with the latest data, performing calculations related to options...... only then, with a fundamental trading idea, I will move to evaluate technicals to see if the timing is good.
I want to learn, how shall I procede?
You want to build a lasting and enjoyable relationship with the market? EAT THE SHIT, and do all that is under your control to actually be able to open The Financial Times and understand what they are talking about. It will take you years, and for the education, hundreds of dollars. But this is how it goes if you want to get real. This is career, not a hobby. This is simply the way to be consistent. EAT THE SHIT.
I compiled some resources to get you started:
ACATIS Konferenz 2016, Mr. Koo, Surviving in the Intellectually Bankrupt Monetary Policy Environment - A great video coming from Nomura, to understand the actual shitty situation in the Eurozone.
Online Courses - Look for IMF on EDX. Also, a fenomenal course on Banking and Money in Coursera.
Books -
Macroeconomics, Gregory Mankiw - Start here to graps the basic concepts
Financial Times Guide to the Financial Markets
Financial Times Guide to Banking
Applied Financial Macroeconomics and Investment Strategy: A Practitioner’s Guide to Tactical Asset Allocation
The Holy Grail of Macroeconomics: Lessons from Japan's Great Recession
The Escape from Balance Sheet Recession and the QE Trap: A Hazardous Road for the World Economy
The Other Half of Macroeconomics and the Fate of Globalization (English Edition)
The new lombard street - how the fed became the dealer of last resort
Foreign Exchange , Amy Middleton
The Role of Currency in Institutional Portfolios, Momtchil Pojarliev and Richard M. Levich
Currency Overlay: A Practical Guide, Second Edition, Hai Xin
The Handbook of Corporate Financial Risk (2nd edition)
Trade Stocks and Commodities with the Insiders: Secrets of the COT Report (Wiley Trading)
How I Made One Million Dollars Last Year Trading Commodities
Market Liquidity: Theory, Evidence, and Policy (English Edition)
Trading And Exchanges: Market Microstructure For Practitioners
The Microstructure Approach to Exchange Rates
The Creature from Jekyll Island: A Second Look at the Federal Reserve
Big Debt Crises
Payments Systems in the U.S. - Third Edition: A Guide for the Payments Professional
The Volatility Machine: Emerging Economics and the Threat of Financial Collapse (English Edition)
Stabilizing an Unstable Economy
submitted by Cryptochihuahua to Forex [link] [comments]

MAME 0.215

MAME 0.215

A wild MAME 0.215 appears! Yes, another month has gone by, and it’s time to check out what’s new. On the arcade side, Taito’s incredibly rare 4-screen top-down racer Super Dead Heat is now playable! Joining its ranks are other rarities, such as the European release of Capcom‘s 19XX: The War Against Destiny, and a bootleg of Jaleco’s P-47 – The Freedom Fighter using a different sound system. We’ve got three newly supported Game & Watch titles: Lion, Manhole, and Spitball Sparky, as well as the crystal screen version of Super Mario Bros. Two new JAKKS Pacific TV games, Capcom 3-in-1 and Disney Princesses, have also been added.
Other improvements include several more protection microcontrollers dumped and emulated, the NCR Decision Mate V working (now including hard disk controllers), graphics fixes for the 68k-based SNK and Alpha Denshi games, and some graphical updates to the Super A'Can driver.
We’ve updated bgfx, adding preliminary Vulkan support. There are some issues we’re aware of, so if you run into issues, check our GitHub issues page to see if it’s already known, and report it if it isn’t. We’ve also improved support for building and running on Linux systems without X11.
You can get the source and Windows binary packages from the download page.

MAMETesters Bugs Fixed

New working machines

New working clones

Machines promoted to working

New machines marked as NOT_WORKING

New clones marked as NOT_WORKING

New working software list additions

Software list items promoted to working

New NOT_WORKING software list additions

Source Changes

submitted by cuavas to emulation [link] [comments]

Seeking Perspective - Steps to take for career switch from successful software Sales Engineer to Portfolio Management career track?

Hi, everyone. I've read many posts related to this question recently and decided to start my own thread to see if anyone can give a bit of personalized perspective for my situation. I'm considering a switch into finance with the long-term goal of achieving a Portfolio Manager position (at a quant or quantamental fund), and I would like to know what steps to take or if this is even possible (e.g. MBA/MS Finance/MS Financial Engineering, ==> Analyst position, ???)
Too long - won't read
Personal background
Job history
Where I need to learn
Thanks in advance to anyone who takes the time to answer. After listening to countless episodes of podcast interviews like "Invest Like the Best" and others, and hearing all the traits of successful Portfolio Managers and Investing Firms, I'm starting to get that lingering feeling that this is where I would be most engaged and successful in my career. Investing is the only subject in my life that I can read about and experiment with for 12 hours in a day and still crave more when I wake up again. Whether it's opinion pieces or published studies, I just find it endlessly fascinating.
submitted by ShindigsTX to FinancialCareers [link] [comments]

MAME 0.214

MAME 0.214

With the end of September almost here, it’s time to see what goodies MAME 0.214 delivers. This month, we’ve got support for five more Nintendo Game & Watch titles (Fire, Flagman, Helmet, Judge and Vermin), four Chinese computers from the 1980s, and three Motorola CPU evaluation kits. Cassette support has been added or fixed for a number of systems, the Dragon Speech Synthesis module has been emulated, and the Dragon Sound Extension module has been fixed. Acorn Archimedes video, sound and joystick support has been greatly improved.
On the arcade side, remaining issues in Capcom CPS-3 video emulation have been resolved and CD images have been upgraded to CHD version 5, Sega versus cabinet billboard support has been added to relevant games, and long-standing issues with music tempo in Data East games have been worked around.
Of course, you can get the source and Windows binary packages from the download page.

MAMETesters Bugs Fixed

New working machines

New working clones

Machines promoted to working

Clones promoted to working

New machines marked as NOT_WORKING

New clones marked as NOT_WORKING

New working software list additions

Software list items promoted to working

New NOT_WORKING software list additions

Source Changes

submitted by cuavas to emulation [link] [comments]

Forex trading videos - YouTube Fxjet pro best powerful forex indicator live REBATE FOREX EA 1st JULY 2020 - NO LOSS FX EA GUARANTEED, ALGO TRADING ROBOT, MONEY MAKING MACHINE The Forex Dream Machine MT4 Expert Advisor. Trading strong currencies against weak ones.! MONEY MAKING MACHINE, REBATE FOREX EA 1st JULY 2020 - NO LOSS FOREX EA GUARANTEED, ALGO TRADING

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