tensorflow

Repositories

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 275 855 103 (32 issues need help) 40 Updated May 30, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,249 3,510 153 17 Updated May 30, 2020

• tensorflow

  An Open Source Machine Learning Framework for Everyone

  python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml
  C++ Apache-2.0 81,432 144,943 3,475 (7 issues need help) 201 Updated May 30, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 313 2,001 63 (1 issue needs help) 0 Updated May 30, 2020

• tfx

  TFX is an end-to-end platform for deploying production ML pipelines

  machine-learning tensorflow apache-beam
  Python Apache-2.0 291 1,026 79 300 Updated May 30, 2020

• tfjs

  A WebGL accelerated JavaScript library for training and deploying ML models.

  javascript webgl machine-learning typescript deep-learning neural-network wasm
  TypeScript Apache-2.0 1,197 13,302 437 (8 issues need help) 62 Updated May 30, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,995 64,101 842 (3 issues need help) 93 Updated May 30, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,225 4,669 453 63 Updated May 30, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 128 678 67 (12 issues need help) 7 Updated May 30, 2020

• datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  data machine-learning tensorflow datasets
  Python Apache-2.0 619 2,074 206 (2 issues need help) 168 Updated May 30, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 9 61 7 4 Updated May 30, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 261 1,062 20 3 Updated May 30, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 182 959 8 6 Updated May 30, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 227 2,183 37 (4 issues need help) 15 Updated May 30, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 36 350 5 0 Updated May 29, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 27 47 3 1 Updated May 29, 2020

• model-optimization

  A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

  machine-learning sparsity compression deep-learning tensorflow optimization keras
  Python Apache-2.0 163 801 32 16 Updated May 29, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 127 519 38 (17 issues need help) 12 Updated May 29, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 754 2,895 291 (29 issues need help) 34 Updated May 30, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,502 4,356 0 12 Updated May 29, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 68 37 0 5 Updated May 29, 2020

• magenta

  Magenta: Music and Art Generation with Machine Intelligence
  Python Apache-2.0 3,101 15,129 227 (11 issues need help) 28 Updated May 29, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 169 104 8 65 Updated May 29, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 332 1,399 86 5 Updated May 30, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 22 66 5 2 Updated May 29, 2020

• hub

  A library for transfer learning by reusing parts of TensorFlow models.

  python machine-learning tensorflow ml embeddings image-classification transfer-learning
  Python Apache-2.0 1,272 2,373 46 5 Updated May 29, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 105 325 98 (2 issues need help) 4 Updated May 29, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 62 588 18 14 Updated May 29, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,578 10,034 512 2 Updated May 29, 2020

• serving

  A flexible, high-performance serving system for machine learning models

  python machine-learning deep-neural-networks deep-learning neural-network cpp tensorflow
  C++ Apache-2.0 1,765 4,407 65 39 Updated May 29, 2020