All Git Users → google-research

103 open source projects by google-research

51. Seed rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
✭ 564
pythongcprl
52. Nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
✭ 516
python
53. Tiny Differentiable Simulator
Tiny Differentiable Simulator is a header-only C++ physics library with zero dependencies.
✭ 513
55. Noisystudent
Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
✭ 491
python
56. Meta Dataset
A dataset of datasets for learning to learn from few examples
57. Dreamer
Dream to Control: Learning Behaviors by Latent Imagination
✭ 466
python
59. Motion imitation
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
✭ 431
python
60. Tensor2robot
Distributed machine learning infrastructure for large-scale robotics research
✭ 388
python
61. 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.
✭ 367
shell
62. Text To Text Transfer Transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
63. Bleurt
BLEURT is a metric for Natural Language Generation based on transfer learning.
✭ 323
python
65. Receptive field
Compute receptive fields of your favorite convnets
✭ 289
python
68. Computation Thru Dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
69. Exoplanet Ml
Machine learning models and utilities for exoplanet science.
✭ 260
python
70. robodesk
No description, website, or topics provided.
✭ 54
python
71. self-organising-systems
No description, website, or topics provided.
72. dads
Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.
73. 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.
74. vmoe
No description, website, or topics provided.
✭ 217
pythonshell
75. structured-additive-IR
No description, website, or topics provided.
✭ 29
C++MLIR
77. rlds
No description, website, or topics provided.
78. valan
Vision and Language Agent Navigation
79. deduplicate-text-datasets
No description, website, or topics provided.
80. mint
Multi-modal Content Creation Model Training Infrastructure including the FACT model (AI Choreographer) implementation.
✭ 285
python
81. understanding-curricula
No description, website, or topics provided.
✭ 27
python
82. deep ope
No description, website, or topics provided.
83. tf-opt
No description, website, or topics provided.
84. t5x
No description, website, or topics provided.
✭ 593
python
85. 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.
86. lingvo-lab
Demos, samples, and experimental code for Lingvo.
✭ 56
HTMLCSS
87. recsim ng
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
88. selfstudy-adversarial-robustness
No description, website, or topics provided.
89. reassessed-imagenet
Labels and other data for the paper "Are we done with ImageNet?"
✭ 157
90. byt5
No description, website, or topics provided.
✭ 401
python
91. FLAN
No description, website, or topics provided.
✭ 286
python
92. pddm
No description, website, or topics provided.
✭ 78
python
93. perceptual-quality
Perceptual quality metrics for TensorFlow
✭ 34
python
94. pathdreamer
No description, website, or topics provided.
95. rl-reliability-metrics
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.
✭ 137
pythonshell
96. sloe-logistic
No description, website, or topics provided.
97. proteinfer
No description, website, or topics provided.
98. policy-learning-landscape
Explore the optimization landscape for direct policy learning reinforcement learning.
99. smore
No description, website, or topics provided.
100. remixmatch
No description, website, or topics provided.
✭ 120
pythonshell
51-100 of 103 user projects