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 83,094 149,618 3,840 (3 issues need help) 181 Updated Oct 28, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 424 1,641 113 6 Updated Oct 28, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,117 72 (1 issue needs help) 0 Updated Oct 28, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 362 1,203 165 38 Updated Oct 28, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 146 580 44 (19 issues need help) 10 Updated Oct 28, 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 34 186 32 6 Updated Oct 28, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 106 575 45 20 Updated Oct 29, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 433 13 1 Updated Oct 28, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 130 369 113 (2 issues need help) 1 Updated Oct 28, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 8 Updated Oct 28, 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 1,331 14,128 436 (8 issues need help) 87 Updated Oct 28, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,301 5,005 485 56 Updated Oct 28, 2020

• mlir-hlo
  C++ 7 32 2 0 Updated Oct 28, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 131 20 12 Updated Oct 28, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 325 1,323 37 3 Updated Oct 28, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,632 66,890 852 (3 issues need help) 134 Updated Oct 28, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 861 2,475 235 147 Updated Oct 28, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,057 4,072 0 40 Updated Oct 28, 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 1,853 4,694 66 45 Updated Oct 28, 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 1,390 2,603 39 2 Updated Oct 28, 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 3,099 351 (1 issue needs help) 49 Updated Oct 28, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 38 154 1 14 Updated Oct 28, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,004 12 7 Updated Oct 28, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 551 882 79 (1 issue needs help) 8 Updated Oct 28, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 559 5,734 39 (1 issue needs help) 0 Updated Oct 28, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 17 102 0 3 Updated Oct 28, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,001 3,954 1 33 Updated Oct 28, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,642 4,734 0 13 Updated Oct 28, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 727 73 (12 issues need help) 2 Updated Oct 28, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 284 176 0 4 Updated Oct 28, 2020