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Monte Carlo Tree Search Python Packages

Python packages with the GitHub topic monte-carlo-tree-search. Sorted by relevance, with stars and monthly downloads.
google-deepmind
mctx

Monte Carlo tree search in JAX

15K 3K 211
MolecularAI
aizynthfinder

A tool for retrosynthetic planning

10K 831 174
codelion
optillm

Optimizing inference proxy for LLMs

7K 4K 319
opendilab
lightzero

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

3K 2K 190
DataCanvasIO
hypernets

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

2K 264 39
thoth-station
thoth-adviser

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

1K 34 13
Alexander-Nasuta
gymcts

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

981 2 1
lguibr
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.

811 0 0
DataCanvasIO
myylearn

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

623 264 39
shobrook
saplings

Plug-and-play tree search for agents

367 272 19
woctezuma
puissance4

Artificial Intelligence for the game Connect Four on PyPI

227 5 1
plss12
pyplai

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

216 1 0
sushaan-k
forgeplan

Long-horizon planning engine for LLM agents

139 2 0
Weizhe-Chen
pypolo

A Python library for Robotic Information Gathering

116 53 4
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