tensorflow

Repositories

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,090 4,115 0 41 Updated Nov 4, 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 83,136 149,825 3,870 (3 issues need help) 190 Updated Nov 4, 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 40 199 32 5 Updated Nov 4, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 178 837 32 5 Updated Nov 4, 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 1,333 14,157 444 (8 issues need help) 82 Updated Nov 4, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 39 155 1 13 Updated Nov 4, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 432 13 1 Updated Nov 4, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 424 1,645 113 7 Updated Nov 4, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 210 1,031 44 (1 issue needs help) 4 Updated Nov 4, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,306 5,017 486 51 Updated Nov 4, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 132 371 111 (2 issues need help) 1 Updated Nov 4, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 126 23 9 Updated Nov 4, 2020

• mlir-hlo
  C++ 7 33 2 0 Updated Nov 5, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 729 73 (12 issues need help) 2 Updated Nov 4, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 364 1,207 158 48 Updated Nov 4, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,010 3,978 1 34 Updated Nov 5, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 866 2,488 234 153 Updated Nov 4, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 819 3,114 358 (1 issue needs help) 50 Updated Nov 4, 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 4,714 64 47 Updated Nov 4, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 325 1,332 35 3 Updated Nov 5, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 137 21 12 Updated Nov 4, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 201 1,005 14 8 Updated Nov 4, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 125 352 4 1 Updated Nov 4, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 359 812 26 25 Updated Nov 4, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,127 72 (1 issue needs help) 0 Updated Nov 4, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 284 181 0 5 Updated Nov 4, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,711 66,992 856 (3 issues need help) 137 Updated Nov 4, 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 13 56 8 19 Updated Nov 4, 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-2.0 207 924 53 17 Updated Nov 4, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 14 27 2 5 Updated Nov 3, 2020