Pinned Repositories
Bitcoin-Trader-RL
A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
bitmex-websocket
Bitmex websocket API wrapper.
bitpredict
Machine learning for high frequency bitcoin price prediction
btgym
Scalable, event-driven, deep-learning-friendly backtesting library
crypto-rl
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
CryptoBot
High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions
DTW-Cryptocurrencies
Applied dtaidistance to a set of time-series data (cryptocurrencies), followed by hierarchical clustering (top-down)
dtwalign
Comprehensive dynamic time warping module for python
Krypto-trading-bot
Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++
My_Reporting
blackivory's Repositories
blackivory/crypto-rl
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
blackivory/Bitcoin-Trader-RL
A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
blackivory/bitmex-websocket
Bitmex websocket API wrapper.
blackivory/bitpredict
Machine learning for high frequency bitcoin price prediction
blackivory/btgym
Scalable, event-driven, deep-learning-friendly backtesting library
blackivory/CryptoBot
High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions
blackivory/DTW-Cryptocurrencies
Applied dtaidistance to a set of time-series data (cryptocurrencies), followed by hierarchical clustering (top-down)
blackivory/dtwalign
Comprehensive dynamic time warping module for python
blackivory/Krypto-trading-bot
Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++
blackivory/My_Reporting
blackivory/QtBitcoinTrader
Secure Multi Trading Client
blackivory/sample-market-maker
Sample BitMEX Market Making Bot
blackivory/Stock-Trading-Environment
A custom OpenAI gym environment for simulating stock trades on historical price data.
blackivory/Stock-Trading-Visualization
A simple, yet elegant visualization of our stock trading RL agent environment.
blackivory/stockpredictionai
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.