Google Research

Google Research's repositories

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Language:Jupyter NotebookApache-2.03975 47 197

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Language:PythonApache-2.03215 71 182

deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

Language:PythonApache-2.0991 23 138

maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Language:PythonApache-2.0964 14 38

nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

Language:PythonApache-2.0679 19 24

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.

Language:PythonApache-2.0661 13 50

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Language:PythonApache-2.0513 13 36

maxvit

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Language:Jupyter NotebookApache-2.0421 9 20

ssl_detection

Semi-supervised learning for object detection

Language:PythonApache-2.0400 14 30

python-graphs

A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.

Language:PythonApache-2.0320 8 10

medical-ai-research-foundations

Language:PythonApache-2.0178 14 5

The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for computing confidence intervals on these metrics.

Language:PythonApache-2.0157 11 4