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songzhg's Projects

boost icon boost

Super-project for modularized Boost

cloudict icon cloudict

A game engine for Connect6, using min-max search, alpha-beta prunning, and VCF search.

connect6 icon connect6

AI engine and game solver of Connect6 (UI and game framework is from other program)

ecole icon ecole

Extensible Combinatorial Optimization Learning Environments

envpool icon envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

generalization-neural-co-solvers icon generalization-neural-co-solvers

Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"

handyrl icon handyrl

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

kaldi icon kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

mesa icon mesa

Mesa is an agent-based modeling framework in Python

metslib icon metslib

An Open Source Tabu Search Metaheuristic framework in C++

ortools-with-cmake icon ortools-with-cmake

How-to demonstrating integration of binary or-tools package from Google with cmake

pn-search icon pn-search

:mag: C++ implementation of proof-number and dependency-based search for gomoku by Louis Victor Allis (1994)

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

rlop icon rlop

RLOP: A Framework for Reinforcement Learning, Optimization and Planning Algorithms

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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