Monte Carlo Tree Search Python Packages

mctx

Monte Carlo tree search in JAX

optillm

Optimizing inference proxy for LLMs

aizynthfinder

A tool for retrosynthetic planning

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.

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.

gymcts

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

thoth-adviser

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

myylearn

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

saplings

Build smarter AI agents with tree search

puissance4

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

pyplai

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

pypolo

A Python library for Robotic Information Gathering

forgeplan

A long-horizon planning engine for LLM agents. Dedicated planning layer with HTN decomposition, MCTS search, and backtracking.