tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 350 1,163 153 54 Updated Sep 23, 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 26 164 31 3 Updated Sep 23, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 328 2,102 73 (1 issue needs help) 0 Updated Sep 23, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 251 1,220 29 4 Updated Sep 23, 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 82,746 148,636 3,740 (5 issues need help) 193 Updated Sep 22, 2020

• addons

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

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 371 1,017 109 (32 issues need help) 44 Updated Sep 23, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,879 3,879 0 36 Updated Sep 23, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 830 33 5 Updated Sep 23, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 197 984 12 7 Updated Sep 23, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 398 1,590 104 4 Updated Sep 23, 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 1,840 4,641 67 41 Updated Sep 23, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 315 1,268 33 5 Updated Sep 23, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 24 1 5 Updated Sep 23, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 144 572 43 (18 issues need help) 12 Updated Sep 23, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 92 480 35 3 Updated Sep 23, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 29 54 3 1 Updated Sep 23, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 635 17 17 Updated Sep 22, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,906 3,814 1 34 Updated Sep 22, 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 1,308 13,931 408 (8 issues need help) 83 Updated Sep 23, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,288 66,255 801 (3 issues need help) 135 Updated Sep 22, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 52 418 8 2 Updated Sep 23, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 146 190 7 6 Updated Sep 23, 2020

• mlir-hlo
  C++ 3 28 2 0 Updated Sep 22, 2020

• recommenders
  Python Apache-2.0 5 34 0 0 Updated Sep 22, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 808 2,388 231 (2 issues need help) 148 Updated Sep 22, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 30 124 12 5 Updated Sep 22, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 251 153 0 5 Updated Sep 22, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 125 355 111 (2 issues need help) 2 Updated Sep 22, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 102 561 42 17 Updated Sep 22, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 803 3,066 335 (1 issue needs help) 40 Updated Sep 22, 2020