Research Code

ALXJupyter Notebook

A collection of research code and datasets released by Google Research under open licenses.

Amortized Bayesian OptimizationJupyter Notebook

A collection of research code and datasets released by Google Research under open licenses.

Bootstrap Your Own LatentJupyter Notebook

A collection of implementations and illustrative code accompanying DeepMind's published research papers across AI and scientific domains.

NeuralTalkJupyter Notebook

Efficient image captioning code in Torch, using a CNN-RNN model to generate captions for images, optimized for GPU training.

[Web]Python

Original implementation and hyperparameters for the 2014 paper "Generative Adversarial Networks" (GANs).

CBC Research PaperPython

A repository for Ethereum research code and academic papers, primarily maintained by Vitalik Buterin.

The original code from the DeepMind article + tweaksLua

Original DeepMind DQN 3.0 implementation for Atari game reinforcement learning, with community tweaks.

JAX RLJupyter Notebook

JAX (Flax) implementations of reinforcement learning algorithms for continuous action spaces, designed for research.

[Web]MATLAB

MATLAB code for inverting deep neural network representations to visualize and understand learned features from CVPR 2015.

graph-2-textPython

A PyTorch implementation combining Graph Convolutional Networks with OpenNMT-py for structured data to text generation.