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-2.0 364 996 112 (32 issues need help) 45 Updated Sep 13, 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 82,641 148,313 3,755 (5 issues need help) 200 Updated Sep 13, 2020

• mlir-hlo
  C++ 3 21 2 0 Updated Sep 13, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 141 566 43 (18 issues need help) 10 Updated Sep 13, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 800 3,056 333 (1 issue needs help) 39 Updated Sep 12, 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 1,835 4,619 69 41 Updated Sep 13, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,189 66,039 877 (3 issues need help) 135 Updated Sep 12, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 52 414 8 2 Updated Sep 13, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,831 3,837 0 49 Updated Sep 13, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 14 77 1 1 Updated Sep 12, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 123 352 109 (2 issues need help) 1 Updated Sep 12, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 787 2,367 224 (2 issues need help) 132 Updated Sep 12, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 251 1,210 26 4 Updated Sep 12, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 312 1,250 30 4 Updated Sep 12, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 102 557 42 18 Updated Sep 12, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 29 118 13 8 Updated Sep 12, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 195 982 13 7 Updated Sep 12, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 24 1 5 Updated Sep 12, 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 1,366 2,544 35 4 Updated Sep 12, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 327 2,099 68 (1 issue needs help) 0 Updated Sep 12, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 244 145 0 45 Updated Sep 12, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,281 4,906 482 52 Updated Sep 12, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 130 705 72 (12 issues need help) 6 Updated Sep 12, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 627 16 13 Updated Sep 11, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 18 120 15 12 Updated Sep 12, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 347 1,148 144 54 Updated Sep 11, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 830 33 5 Updated Sep 11, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 36 142 0 13 Updated Sep 12, 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 5 42 3 21 Updated Sep 11, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,889 3,774 1 34 Updated Sep 12, 2020