Google DeepMind

Open-source projects on GitHub: Sonnet, alphafold3 and Lab

34 active products

Consolidated Product Portfolio

AlphaGenome
A Python SDK for interacting and visualizing genomic models.
Model DeploymentOpen Source
Android Env
RL research on Android devices.
Machine Learning Model TrainingOpen Source
Concordia
A library for generative social simulation
Agentic Workflow OrchestrationOpen Source
Disco Rl
Accompanying code for "Discovering State-of-the-art Reinforcement Algorithms" Nature publication
Machine Learning Model TrainingOpen Source
Dm Env RPC
A networking protocol for agent-environment communication
Environment ManagementOpen Source
Dm Haiku
JAX-based neural network library
Machine Learning Model TrainingOpen Source
Dm Nevis
NEVIS'22: Benchmarking the next generation of never-ending learners
Machine Learning Model TrainingOpen Source
Dramatron
Dramatron uses large language models to generate coherent scripts and screenplays.
Llm OrchestrationOpen Source
EnvLogger
A tool for recording RL trajectories.
Log AnalyticsOpen Source
FermiNet
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
Machine Learning Model TrainingOpen Source
Forest Typology
Datasets to protect Earth's forests and biodiversity
Machine Learning Model TrainingOpen Source
GeeFlow
GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.
Geospatial AnalyticsOpen Source
Gemma
Gemma open-weight LLM library from Google DeepMind.
Llm OrchestrationOpen Source
Graph Nets
Build Graph Nets in Tensorflow
Machine Learning Model TrainingOpen Source
Ithaca
Restoring and attributing ancient texts using deep neural networks
Machine Learning Model TrainingOpen Source
Jeo
Jeo: Jax model training lib for Earth Observation
Machine Learning Model TrainingOpen Source
Kfac Jax
A Jax package for approximate curvature estimation and optimization using KFAC.
Machine Learning Model TrainingOpen Source
Kinetics I3d
Convolutional neural network model for video classification trained on the Kinetics dataset.
Machine Learning Model TrainingOpen Source
Lab
A customisable 3D platform for agent-based AI research
Machine Learning Model TrainingOpen Source
Lab2d
A customisable 2D platform for agent-based AI research
Machine Learning Model TrainingOpen Source
Long Form Factuality
Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".
Llm OrchestrationOpen Source
Mctx
Monte Carlo tree search in JAX.
Machine Learning Model TrainingOpen Source
Neural Networks Chomsky Hierarchy
Neural Networks and the Chomsky Hierarchy
Machine Learning Model TrainingOpen Source
OPRO
official code for "Large Language Models as Optimizers"
Llm OrchestrationOpen Source
Optax
A gradient processing and optimization library in JAX.
Machine Learning Model TrainingOpen Source
Regress Lm
Library for sequence-to-sequence numeric prediction, applicable to any tokenizable input, and allows pretraining and fine-tuning over multiple tasks.
Fine Tuning PlatformOpen Source
Science Skills
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.
Agentic Workflow OrchestrationOpen Source
Simply
Minimal and scalable research codebase in JAX, designed for rapid iteration on frontier research in LLM and other autoregressive models.
Llm OrchestrationOpen Source
Sonnet
TensorFlow-based neural network library
Machine Learning Model TrainingOpen Source
Spiral
We provide a pre-trained model for unconditional 19-step generation of CelebA-HQ images
Ai Art GenerationOpen Source
Tapnet
Tracking Any Point (TAP)
Machine Learning Model TrainingOpen Source
VideoPrism
Official repository for "VideoPrism: A Foundational Visual Encoder for Video Understanding" (ICML 2024)
Video AnalyticsOpen Source
alphafold3
AlphaFold 3 inference pipeline.
Data Pipeline OrchestrationOpen Source
physics-IQ-benchmark
Benchmarking physical understanding in generative video models
Ai Video CreationOpen Source