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A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
Bitmex websocket API wrapper.
Machine learning for high frequency bitcoin price prediction
Scalable, event-driven, deep-learning-friendly backtesting library
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions
Applied dtaidistance to a set of time-series data (cryptocurrencies), followed by hierarchical clustering (top-down)
Comprehensive dynamic time warping module for python
Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++
Secure Multi Trading Client
Sample BitMEX Market Making Bot
A custom OpenAI gym environment for simulating stock trades on historical price data.
A simple, yet elegant visualization of our stock trading RL agent environment.
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.