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 83,155 149,920 3,880 (3 issues need help) 185 Updated Nov 9, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 822 3,116 358 (1 issue needs help) 52 Updated Nov 9, 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 1,864 4,719 64 47 Updated Nov 9, 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-2.0 390 1,069 117 (33 issues need help) 43 Updated Nov 9, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 367 1,210 161 50 Updated Nov 8, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 866 2,496 233 149 Updated Nov 8, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 133 373 109 (2 issues need help) 1 Updated Nov 8, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 335 2,130 72 (1 issue needs help) 0 Updated Nov 8, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,753 67,052 859 (3 issues need help) 138 Updated Nov 8, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 563 5,752 39 (1 issue needs help) 0 Updated Nov 8, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,017 3,992 1 37 Updated Nov 8, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 263 1,246 35 5 Updated Nov 8, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 22 140 21 12 Updated Nov 8, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 109 580 45 19 Updated Nov 8, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 433 13 1 Updated Nov 7, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 210 1,030 45 (1 issue needs help) 5 Updated Nov 8, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,309 5,024 486 60 Updated Nov 7, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 285 184 0 6 Updated Nov 7, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 14 27 2 5 Updated Nov 7, 2020

• mlir-hlo
  C++ 8 34 2 0 Updated Nov 6, 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-2.0 208 925 54 17 Updated Nov 7, 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 40 200 35 6 Updated Nov 7, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 126 23 9 Updated Nov 7, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 201 1,005 14 8 Updated Nov 7, 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 1,337 14,178 442 (8 issues need help) 87 Updated Nov 7, 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) 3 Updated Nov 6, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 41 156 1 14 Updated Nov 6, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 582 44 (19 issues need help) 12 Updated Nov 6, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 326 1,341 35 4 Updated Nov 6, 2020

• haskell

  Haskell bindings for TensorFlow
  Haskell Apache-2.0 186 1,357 31 0 Updated Nov 6, 2020