tensorflow

Repositories

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,668 66,940 856 (3 issues need help) 137 Updated Nov 1, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 364 1,206 163 44 Updated Nov 1, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 131 369 114 (2 issues need help) 1 Updated Nov 1, 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 83,122 149,740 3,854 (3 issues need help) 192 Updated Nov 1, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,121 72 (1 issue needs help) 0 Updated Nov 1, 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 1,859 4,707 63 46 Updated Nov 1, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 863 2,479 232 147 Updated Nov 1, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 820 3,108 356 (1 issue needs help) 50 Updated Oct 31, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,005 3,970 1 33 Updated Oct 31, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 551 884 79 (1 issue needs help) 9 Updated Oct 31, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 283 178 0 4 Updated Oct 31, 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 38 197 32 5 Updated Oct 31, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 9 Updated Oct 31, 2020

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 49 547 11 0 Updated Oct 31, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 326 1,325 35 3 Updated Oct 31, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 38 155 1 13 Updated Oct 30, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 19 103 0 2 Updated Oct 30, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 575 45 18 Updated Oct 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 1,330 14,146 443 (8 issues need help) 84 Updated Oct 30, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 433 13 1 Updated Oct 30, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 134 21 13 Updated Oct 30, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 200 1,005 13 8 Updated Oct 30, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 728 73 (12 issues need help) 2 Updated Oct 30, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 178 837 34 5 Updated Oct 30, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 359 808 26 25 Updated Oct 30, 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-2.0 207 917 54 17 Updated Oct 30, 2020

• mlir-hlo
  C++ 7 32 2 0 Updated Oct 30, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 146 581 44 (19 issues need help) 10 Updated Oct 30, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,076 4,099 0 40 Updated Oct 30, 2020

• tfhub.dev
  Python Apache-2.0 0 6 0 1 Updated Oct 30, 2020