Monte Carlo Tree Search Python Packages

mctx

Monte Carlo tree search in JAX

aizynthfinder

A tool for retrosynthetic planning

optillm

Optimizing inference proxy for LLMs

lightzero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

thoth-adviser

The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.

trimcts

High-performance C++ implementation of Monte Carlo Tree Search (MCTS) with Python bindings. Supports AlphaZero and MuZero paradigms, featuring batched network evaluation and efficient tree reuse.

reinfors

High-throughput reinforcement-learning search and sampling in Rust, with caller-owned Python networks and training

myylearn

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

gymcts

A Monte Carlo Tree Search Implementation for Gymnasium-style Environments.

saplings

Plug-and-play tree search for agents

puissance4

AI for the game "Connect Four". Available on PyPI.

pypolo

A Python library for Robotic Information Gathering

pyplai

Biblioteca para Python con algoritmos de resolución de juegos de mesa (minimax, MCTS, SO-ISMCTS y MO-ISMCTS)

forgeplan

Long-horizon planning engine for LLM agents