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aitrading

Reinforcement Learning for trading cryptocurrencies, stocks and forex

alphalens-reloaded

Performance analysis of predictive (alpha) stock factors

automated-cryptocurrency-trading-using-deep-rl

Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.

autostationary

Toolkit to quickly transform a time-series to a stationary version. Also supports doing the inverse transform.

autotrader

A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

elegantrl-1

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

findatapy

Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.

finrl

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

finrl-meta

Hundreds of market environments for quant finance.

freqtrade

Free, open source crypto trading bot

gym-trading-env

A simple, easy, customizable Open IA Gym environments for trading.

htfe-tensortrade

Tensortrade project for reinforcement learning in futures market

keras-seq-2-seq-signal-prediction

An implementation of a sequence to sequence neural network using an encoder-decoder

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

portfolio-management

Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".

roughsr2

A module for finding report and resistance levels

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

tradingrlbot

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai