Google DeepMind 的公共 GitHub 足迹

This repository contains implementations and illustrative code to accompany DeepMind publications

Open source code for AlphaFold 2.

Multi-Joint dynamics with Contact. A general purpose physics simulator.

TensorFlow-based neural network library

AlphaFold 3 inference pipeline.

A customisable 3D platform for agent-based AI research

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Gemma open-weight LLM library, from Google DeepMind

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

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Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

A library of reinforcement learning components and agents

A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.

Monte Carlo tree search in JAX

Optax is a gradient processing and optimization library for JAX.

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An open-source library for GPU-accelerated robot learning and sim-to-real transfer.

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

This API provides programmatic access to the AlphaGenome model developed by Google DeepMind.

Tracking Any Point (TAP)

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GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.

Convolutional neural network model for video classification trained on the Kinetics dataset.

Real-time behaviour synthesis with MuJoCo, using Predictive Control

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

A library for generative social simulation

A Graph Neural Network Library in Jax

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GPU-optimized version of the MuJoCo physics simulator, designed for NVIDIA hardware.

RL research on Android devices.

Dramatron uses large language models to generate coherent scripts and screenplays.

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tree is a library for working with nested data structures

A collection of formalized statements of conjectures in Lean.

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A platform for managing machine learning experiments

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A suite of test scenarios for multi-agent reinforcement learning.

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

Research code accompanying AlphaGenome

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official code for "Large Language Models as Optimizers"

Accompanying code for "Discovering State-of-the-art Reinforcement Algorithms" Nature publication

TORAX: Tokamak transport simulation in JAX

Open weights language model from Google DeepMind, based on Griffin.

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This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

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Minimal and scalable research codebase in JAX, designed for rapid iteration on frontier research in LLM and other autoregressive models.

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

An interactive HTML pretty-printer for machine learning research in IPython notebooks.

Official repository for "VideoPrism: A Foundational Visual Encoder for Video Understanding" (ICML 2024)

Library for text-to-text regression, applicable to any input string representation and allows pretraining and fine-tuning over multiple regression tasks.

Implementation of Meta-Learning with Latent Embedding Optimization

Benchmarking physical understanding in generative video models

Multi-object image datasets with ground-truth segmentation masks and generative factors.

Lean math proofs generated by AlphaProof Nexus and accompanying natural language prose proofs.

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Algorithms for Privacy-Preserving Machine Learning in JAX

Gemini 2025 ICPC World Finals Code Submissions

Jeo: Jax model training lib for Earth Observation

Official Jax Implementation of MD4 Masked Diffusion Models

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Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale, TACL (2022)

A tool for recording RL trajectories.

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A JAX Research Toolkit for Visualizing, Manipulating, and Understanding Gemma Models with Multi-modal Support based on Penzai.

ML-guided enzyme engineering

AlphaGeometry2 symbolic engine (DDAR) with examples

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A JAX implementation of Broaden Your Views for Self-Supervised Video Learning, or BraVe for short.

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GenAI evaluation framework, optimized for 100x lower cost 🚀.

Real-time visualisation

Simulation Streams is a programming paradigm designed to efficiently control and leverage Large Language Models (LLMs) for complex, dynamic simulations and agentic workflows.

Code & data for "Towards flexible perception with visual memory" (ICML 2025)

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"Making group conversations more accessible. Real-time speaker localization and directional guidance for mobile speech-to-text. ACM CHI 2025 Best Paper Award."

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A Python library for easy access and manipulation of nested data structures.