Mcts Python Packages

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.

hexbot

Python framework for building Hex Connect-6 AI bots. AlphaZero self-play, MCTS, neural networks, C game engine, live training dashboard. Home of the Orca bot.

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

gumbel-mcts

A lightweight and modular Gumbel MCTS implementation

myylearn

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

crucible-ttc

A verifier-guided reasoning engine: generate many reasoning traces from a small open model, score them with a verifier (programmatic checker or a process-reward > model), and **search** — best-of-N → beam → MCTS over reasoning steps — to turn test-time compute into measurable accuracy.

chess-ant

Chess simulation with use of evolutional algorithms

llm-mcts-inference

An experimental project using MCTS to refine LLM responses for better accuracy and decision-making.

alphatriangle

An AlphaZero-style AI agent for a custom triangle puzzle game. Features distributed self-play with Ray, a C++ MCTS core, and a PyTorch neural network. Includes async logging via MLflow & TensorBoard.

mcts-simple

mcts-simple is a Python3 library that implements Monte Carlo Tree Search and its variants to solve a host of problems, most commonly for reinforcement learning.

pytamp

Python robot's tamp library

mcts-solver

Monte-Carlo tree search solver for chess-ant

hypermcts

🚀 Autonomous Test-Time Compute Scaling & Dynamic KV-Cache Sparsification for Edge & Local LLMs | Pure PyTorch / Ollama MCTS Reasoning Engine (-65% VRAM)

dopamax

Reinforcement learning in pure JAX.

chappie-ai

Generalized AI to perform a multitude of tasks written in python3