gawain's repositories
backtrader
Python Backtesting library for trading strategies
atreyu-backtrader-api
Atreyu's integration of IB Native API with backtrader
ta
Technical Analysis Library using Pandas and Numpy
Backtrader-MQL5-API
Python Backtrader - Metaquotes MQL5 - API
MQL5-JSON-API
Metaquotes MQL5 - JSON - API
btgym
Scalable, event-driven, deep-learning-friendly backtesting library
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
dlaicourse
Notebooks for learning deep learning
finBERT
Financial Sentiment Analysis with BERT
Pair-Trading-Reinforcement-Learning
An Structural Application of Reinforcement Learning in Pair Trading
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.
forex-rl-challenge
A Deep Reinforcement Learning Challenge on Forex Portfolio Management
FALKOR
Automated Cryptocurrency Trading with PyTorch Models for Stock Price Prediction
complete-javascript-course
Starter files, final projects and FAQ for my Complete JavaScript course
TradingGym
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
Deep-Reinforcement-Learning-in-Stock-Trading
Using deep actor-critic model to learn best strategies in pair trading