Carlos Martin (carlosgmartin)

carlosgmartin

Geek Repo

Home Page:carlosgmartin.com

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columbiadatascience
coreatcu
cs3134

Carlos Martin's starred repositories

nash-finder

Find Nash equilibrium for all games

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nushell

A new type of shell

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typed-argument-parser

Typed argument parser for Python

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equivariant-MLP

A library for programmatically generating equivariant layers through constraint solving

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stockfish

Integrates the Stockfish chess engine with Python (Official fork)

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Teg

A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.

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multiplayer-alphazero

PyTorch AlphaZero implementation with multiplayer support [NeurIPS 2019 Deep Reinforcement Learning Workshop]

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h-levin

Levin tree search guided by both a policy and a heuristic function

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prodigy

The Prodigy optimizer and its variants for training neural networks.

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muax

A project that provides help for using DeepMind's mctx on gym-style environments.

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mctx-az

Monte Carlo tree search in JAX, with functionality to continue search from a previous subtree

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aleph_star

Reinforcement learning with A* and a deep heuristic

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JaxMARL

Multi-Agent Reinforcement Learning with JAX

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stable-opponent-shaping

Pytorch implementation of Stable Opponent Shaping (https://openreview.net/pdf?id=SyGjjsC5tQ).

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tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

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cursor

The AI Code Editor

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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purejaxrl

Really Fast End-to-End Jax RL Implementations

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awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

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google-research

Google Research

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uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

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pipes

Pipelines for expressive code on collections in C++

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alpa

Training and serving large-scale neural networks with auto parallelization.

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gym-sokoban

Sokoban environment for OpenAI Gym

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mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

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nengolib

Nengo library of additional extensions

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awesome-jax

JAX - A curated list of resources https://github.com/google/jax

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gymnax

RL Environments in JAX 🌍

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jaxnet

Concise deep learning for JAX

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