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adversarial-policies

Find best-response to a fixed policy in multi-agent RL

bgpbt

[AutoML'22] Bayesian Generational Population-based Training (BG-PBT)

casmopolitan

[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces

deribit-option-data

Download Cryptocurrency Option Data from Deribit via public API and stored data in a remote Ubuntu server in an SQLite database.

featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

fqf-and-extensions

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueling Networks, and parallelization.

fqf-iqn-qrdqn.pytorch

PyTorch implementation of FQF, IQN and QR-DQN.

freqtrade

Free, open source crypto trading bot

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

gymnax

RL Environments in JAX 🌍

java-market-maker

Simple Market Making bot for Quedex Bitcoin Derivatives Exchange.

linesight

AI Plays Trackmania with Reinforcement Learning

mljar-examples

Examples how MLJAR can be used

octobot-lorentzian-classification

OctoBot Lorentzian Classification evaluator, based on the trading view indicator from ©jdehorty https://www.tradingview.com/script/WhBzgfDu-Machine-Learning-Lorentzian-Classification/

pbt_marl_watered_down

My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].

recurrent_maskable

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

sac-n-jax

Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch

serl-baselines

An Opensource library of implementations of Model Based RL and Meta RL algorithms.

stable-baselines3-contrib-maskable-recurrent-ppo

Combination of Maskable PPO and Recurrent PPO based on the sb3-contrib repository

tensortrade

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

timeseries-clustering-vae

Variational Recurrent Autoencoder for timeseries clustering in pytorch

twitchslam

A toy implementation of monocular SLAM written while livestreaming

youtoube