Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by google-research
A curated list of projects in awesome lists by google-research .
https://github.com/google-research/bert
TensorFlow code and pre-trained models for BERT
google natural-language-processing natural-language-understanding nlp tensorflow
Last synced: 30 Jul 2024
https://github.com/google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Last synced: 31 Jul 2024
https://github.com/google-research/text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
Last synced: 01 Aug 2024
https://github.com/google-research/arxiv-latex-cleaner
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Last synced: 31 Jul 2024
https://github.com/google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
computer-vision contrastive-learning representation-learning self-supervised-learning simclr simclrv2 unsupervised-learning
Last synced: 31 Jul 2024
https://github.com/google-research/multinerf
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
Last synced: 03 Aug 2024
https://github.com/google-research/football
Check out the new game server:
reinforcement-learning reinforcement-learning-environments
Last synced: 30 Jul 2024
https://github.com/google-research/ALBERT
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Last synced: 03 Aug 2024
https://github.com/google-research/albert
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Last synced: 01 Aug 2024
https://github.com/google-research/scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
attention computer-vision deep-learning jax research transformers vision-transformer
Last synced: 01 Aug 2024
https://github.com/google-research/frame-interpolation
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
forward-warp frame-interpolation optical-flow splatting video
Last synced: 31 Jul 2024
https://github.com/google-research/timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Last synced: 31 Jul 2024
https://github.com/google-research/electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Last synced: 01 Aug 2024
https://github.com/google-research/kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Last synced: 31 Jul 2024
https://github.com/google-research/uda
Unsupervised Data Augmentation (UDA)
computer-vision cv natural-language-processing nlp semi-supervised-learning tensorflow
Last synced: 01 Aug 2024
https://github.com/google-research/big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Last synced: 03 Aug 2024
https://github.com/google-research/language
Shared repository for open-sourced projects from the Google AI Language team.
machine-learning natural-language-processing research
Last synced: 02 Aug 2024
https://github.com/google-research/dex-lang
Research language for array processing in the Haskell/ML family
Last synced: 01 Aug 2024
https://github.com/google-research/big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
convolutional-neural-networks deep-learning imagenet jax pytorch tensorflow2 transfer-learning
Last synced: 02 Aug 2024
https://github.com/google-research/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
deep-learning deep-neural-networks differential-equations dynamical-systems neural-differential-equations pytorch stochastic-differential-equations stochastic-processes stochastic-volatility-models
Last synced: 02 Aug 2024
https://github.com/google-research/planet
Learning Latent Dynamics for Planning from Pixels
Last synced: 07 Aug 2024
https://github.com/google-research/tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Last synced: 03 Aug 2024
https://github.com/google-research/fixmatch
A simple method to perform semi-supervised learning with limited data.
Last synced: 01 Aug 2024
https://github.com/google-research/morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
automl deep-learning machine-learning neural-architecture-search python tensorflow
Last synced: 07 Aug 2024
https://github.com/google-research/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.
Last synced: 31 Jul 2024
https://github.com/google-research/augmix
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Last synced: 02 Aug 2024
https://github.com/google-research/batch-ppo
Efficient Batched Reinforcement Learning in TensorFlow
artificial-intelligence control multi-processing python reinforcement-learning tensorflow vectorized-computation
Last synced: 07 Aug 2024
https://github.com/google-research/maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
architecture computer-vision deblurring dehazing denoising deraining enhancement image image-enhancement image-processing image-restoration low-level-vision mlp restoration retouching transformer
Last synced: 02 Aug 2024
https://github.com/google-research/magvit
Official JAX implementation of MAGVIT: Masked Generative Video Transformer
generative-model transformers video-generation
Last synced: 01 Aug 2024
https://github.com/google-research/pix2seq
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
computer-vision deep-learning object-detection pix2seq tensorflow2 vision-language
Last synced: 02 Aug 2024
https://github.com/google-research/seed_rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
atari deepmind-lab gcp google-research-football impala r2d2 rl tf2
Last synced: 31 Jul 2024
https://github.com/google-research/meta-dataset
A dataset of datasets for learning to learn from few examples
benchmark few-shot-learning machine-learning maml meta-learning tensorflow
Last synced: 01 Aug 2024
https://github.com/google-research/noisystudent
Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
Last synced: 01 Aug 2024
https://github.com/google-research/recsim
A Configurable Recommender Systems Simulation Platform
artificial-intelligence google machine-learning recommender-system reinforcement-learning simulation tensorflow
Last synced: 07 Aug 2024
https://github.com/google-research/rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
benchmarking evaluation-metrics google machine-learning reinforcement-learning rl
Last synced: 02 Aug 2024
https://github.com/google-research/lottery-ticket-hypothesis
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
Last synced: 01 Aug 2024
https://github.com/google-research/nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
Last synced: 02 Aug 2024
https://github.com/google-research/bleurt
BLEURT is a metric for Natural Language Generation based on transfer learning.
Last synced: 04 Aug 2024
https://github.com/google-research/xtreme
XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.
Last synced: 31 Jul 2024
https://github.com/google-research/dreamer
Dream to Control: Learning Behaviors by Latent Imagination
Last synced: 07 Aug 2024
https://github.com/google-research/bigbird
Transformers for Longer Sequences
bert deep-learning longer-sequences nlp transformer
Last synced: 03 Aug 2024
https://github.com/google-research/robopianist
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
bimanual dexterous-manipulation mujoco piano reinforcement-learning shadow-hand
Last synced: 04 Aug 2024
https://github.com/google-research/ravens
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
artificial-intelligence computer-vision deep-learning imitation-learning manipulation openai-gym pick-and-place pybullet rearrangement reinforcement-learning robotics tensorflow transporter-nets vision
Last synced: 04 Aug 2024
https://github.com/google-research/tensor2robot
Distributed machine learning infrastructure for large-scale robotics research
Last synced: 07 Aug 2024
https://github.com/google-research/batch_rl
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Last synced: 02 Aug 2024
https://github.com/google-research/mint
Multi-modal Content Creation Model Training Infrastructure including the FACT model (AI Choreographer) implementation.
Last synced: 02 Aug 2024
https://github.com/google-research/maskgit
Official Jax Implementation of MaskGIT
Last synced: 01 Aug 2024
https://github.com/google-research/weatherbench2
A benchmark for the next generation of data-driven global weather models.
Last synced: 31 Jul 2024
https://github.com/google-research/l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
continual-learning deep-learning jax
Last synced: 03 Aug 2024
https://github.com/google-research/computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
Last synced: 02 Aug 2024
https://github.com/google-research/retvec
RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.
deep-learning natural-language-processing nlp python tensorflow text-classification
Last synced: 01 Aug 2024
https://github.com/google-research/cascades
Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.
Last synced: 01 Aug 2024
https://github.com/google-research/arco-era5
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
cloud-optimized ecmwf era5 open-science zarr
Last synced: 01 Aug 2024
https://github.com/google-research/turkish-morphology
A two-level morphological analyzer for Turkish.
google morphological-analyser morphology natural-language-processing natural-language-understanding nlp turkish
Last synced: 02 Aug 2024
https://github.com/google-research/swift-tfp
Find shape errors before you run your code!
Last synced: 09 Aug 2024
https://github.com/google-research/robel
ROBEL: Robotics Benchmarks for Learning with low-cost robots
Last synced: 02 Aug 2024
https://github.com/google-research/soft-dtw-divergences
An implementation of soft-DTW divergences.
dtw dynamic-time-warping soft-dtw time-series
Last synced: 02 Aug 2024
https://github.com/google-research/open-covid-19-data
Open source aggregation pipeline for public COVID-19 data, including hospitalization/ICU/ventilator numbers for many countries.
Last synced: 31 Jul 2024
https://github.com/google-research/readout_guidance
Official PyTorch Implementation for Readout Guidance, CVPR 2024
Last synced: 31 Jul 2024
https://github.com/google-research/s4l
Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning
Last synced: 03 Aug 2024
https://github.com/google-research/neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
Last synced: 08 Aug 2024
https://github.com/google-research/plur
PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.
deep-learning machine-learning program-synthesis research software-engineering
Last synced: 03 Aug 2024
https://github.com/google-research/semivl
Official Implementation of SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
Last synced: 01 Aug 2024
https://github.com/google-research/graph-attribution
Codebase for Evaluating Attribution for Graph Neural Networks.
Last synced: 08 Aug 2024