tensorflow

Repositories

• 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 83,017 149,385 3,808 (3 issues need help) 195 Updated Oct 20, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 850 2,449 229 150 Updated Oct 20, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 431 13 1 Updated Oct 20, 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 1,850 4,682 65 42 Updated Oct 20, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 359 1,193 162 36 Updated Oct 20, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,110 72 (1 issue needs help) 0 Updated Oct 20, 2020

• cloud

  The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

  cloud tensorflow keras gcp
  Jupyter Notebook Apache-2.0 34 184 32 7 Updated Oct 20, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 127 21 13 Updated Oct 19, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 323 1,306 36 3 Updated Oct 20, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 571 44 18 Updated Oct 19, 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 1,326 14,069 426 (8 issues need help) 83 Updated Oct 20, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,297 4,986 489 58 Updated Oct 19, 2020

• tfhub.dev
  Python Apache-2.0 0 5 0 0 Updated Oct 19, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,540 66,757 845 (3 issues need help) 133 Updated Oct 19, 2020

• tflite-support

  TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
  C++ Apache-2.0 10 50 5 20 Updated Oct 19, 2020

• mlir-hlo
  C++ 6 31 2 0 Updated Oct 19, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,004 13 7 Updated Oct 19, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 818 3,093 344 (1 issue needs help) 48 Updated Oct 19, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 39 152 1 15 Updated Oct 20, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 724 76 (12 issues need help) 3 Updated Oct 19, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,630 4,712 0 13 Updated Oct 19, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,018 4,025 0 41 Updated Oct 19, 2020

• tfjs-tsne
  TypeScript Apache-2.0 49 286 24 2 Updated Oct 20, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 421 1,630 113 8 Updated Oct 19, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 176 833 33 5 Updated Oct 19, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 258 1,236 32 4 Updated Oct 19, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 352 803 25 24 Updated Oct 19, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,977 3,922 1 26 Updated Oct 19, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 273 168 0 2 Updated Oct 19, 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-2.0 206 902 55 17 Updated Oct 19, 2020