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alpaca-py

The Official Python SDK for Alpaca API

alphatrade

JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

alstm

Adaptive LSTM from Breaking the Activation Function Bottleneck Through Adaptive Parameterization (https://arxiv.org/abs/1805.08574)

backtesting.py

:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

colab-github

Authenticate with GitHub in Google Colab to access private repo.

curiousreplay

Implementations of Curious Replay for model-based adaptation.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

efficientzero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

evosax

Evolution Strategies in JAX 🦎

finrl

FinRL: Financial Reinforcement Learning. 🔥

finrl-meta

FinRL­-Meta: Dynamic datasets and market environments for FinRL.

go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

google-research

Google Research

groove

Official implementation for the NeurIPS 2023 paper "Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design"

gym-mtsim

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

learned_optimization

microrts

A simple and highly efficient RTS-game-inspired environment for reinforcement learning

muzero

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

muzero-general

MuZero

opendbc

democratize access to car decoder rings

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 85 supported car makes and models.

panda

code powering the comma.ai panda

phasic-policy-gradient

Code for the paper "Phasic Policy Gradient"

pybroker

Algorithmic Trading in Python with Machine Learning

rayenvwrapper

OpenAi's gym environment wrapper to vectorize them with Ray

recurrent-ppo-truncated-bptt

Baseline implementation of recurrent PPO using truncated BPTT

requestbin

Inspect HTTP requests. Debug webhooks. Originally created by @progrium.