The Best Open Source (and Free) Crypto Trading Bots ( 2020
Bitcoin Trading Bot Open Source | CryptoCoins Info Club
Best Crypto Trading Bots 2020 – Automated Crypto Profits!
Best Free and Open-Source Crypto Trading Bots, Rated and
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If a million people gave a dollar to someone, they could be a millionaire. We are an embodiment of this showerthought: https://redd.it/2mq94c If you are looking for the Drawing Threads, head to /millionairemakers
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Undergrad CS student here, about to start making an *very open source* bitcoin trading bot. It will crush all the other bots because it will use Genetic Evolution as its' machine learning algorithm.
This just an interest check post to see if this is something that would be interesting to you guys. Most trading bots I see either use hard-coded signals/indicators to make the buy/sell decisions. The rare and expensive bots that I do find that use Machine Learning, are using outdated LinearRegression algorithms that just don't work very well for the volatility of Bitcoin. Why Genetic Evolution as the algorithm? Its' strong ability to learn from mistakes. An algorithm like this is not trained based on historical data, but rather teaches itself based on performance. Basically, this algorithm would play "dummy" trades and learn from its mistake when it misses a target, or a certain gain percentage. (I'm not in finance, so I'm not really sure what is considered a loss or a win in day trading). Eventually, it would genetically evolve to a point where it gets pretty good at day trading in theory. ELI5 The cost function would force the bot to learn like this. Let's say we use this algorithm to keep guessing a random phrase until it get's to the phrase "Hello, world!". We give the attempts a fitness score and a "cost". The first phrase would be gibberish. For example, if we have a capital "A" (ASCII 65) but it's supposed to be a capital "C" (ASCII 67), then our cost for that character is 4 (67 - 65 = 2, and 22 = 4). We square it so that the cost is always positive, and also penalizes outlier data more. The genetic algorithm would learn like this: Gekmo+ xosmd! (7) Gekln, worle" (5) Fello, wosld! (5) Gello, wprld! (2) Hello, world! (0) Where the total squared cost is on the right. It basically keeps trying with pseudorandom strategies at the beginning and evolves to be smarter as it starts to cut down on error. As dumb as it sounds, this kind of Machine Learning workflow would work great financially in my opinion, and ESPECIALLY with day trading. Obviously you could never get a 100% profit rate, but I am extremely confident I could build a model that reduces error and picks up on patterns that the human mind is not trained to comprehend. If it seems like something that would be cool, I would open source it and start working on it asap. The coolest thing is, you don't even have to trade real bitcoin! I would obviously have a test mode that calculates "would've been" profit basically. the best way to understand what I'm trying to accomplish is by watching this video:https://www.youtube.com/watch?v=05rEefXlmhI This shows how a "dumb" program can evolve relatively quickly to be a "perfect" video game player.
Browse The Most Popular 487 Bitcoin Open Source Projects Gekko is an open source platform for automating trading strategies over bitcoin markets. Define your own trading strategy and Gekko will take care of everything else. Simulating order execution (paper trader) Managing and importing historical market data Simulating live markets using historical data (backtesting) Gekk Here’s an introduction to the most popular free, open-source bitcoin trading bots available in 2019. Best Free and Open-Source Crypto Trading Bots. To compile our list of the best free, open-source trading bots, we have used criteria such as launch year, the number of supported exchanges, and the size of their communities, among other factors. Gekko is an open-source trading bot and backtesting platform that supports 18 different Bitcoin exchanges. Gekko is entirely free and can be found on the GitHub platform. Gekko is a relatively straightforward trading app to use that includes an interface and basic strategies from the outset, which allows you to be more comfortable with the use TOP and Best Open Source (and Free) Crypto Trading Bots in 2020. BlockChain Bitcoin Simplified Profit Trailer Bitcoin Trading Bot. Profit Trailer is the best Crypto Trading Bot and Bitcoin Trading Bot that gives you the ability to trade automatically 24 hours a day!
How to Setup MUDREX Automated Bitcoin Crypto Trading Bot MACD Strategy on the Binance Exchange
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