tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 327 1,081 116 243 Updated Jul 21, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 370 1,501 92 6 Updated Jul 21, 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 82,080 146,584 3,581 (5 issues need help) 208 Updated Jul 21, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,241 4,752 472 58 Updated Jul 21, 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 3 15 0 12 Updated Jul 21, 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 1,243 13,597 390 (8 issues need help) 71 Updated Jul 21, 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
  Python Apache-2.0 15 94 14 3 Updated Jul 21, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 712 2,226 210 (2 issues need help) 160 Updated Jul 21, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 113 336 100 (2 issues need help) 6 Updated Jul 20, 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 1,797 4,513 70 39 Updated Jul 20, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 290 1,160 21 3 Updated Jul 21, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 192 971 12 7 Updated Jul 21, 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-2.0 312 934 109 (36 issues need help) 44 Updated Jul 21, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 131 545 42 (18 issues need help) 16 Updated Jul 21, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 214 123 10 59 Updated Jul 20, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 54 111 25 12 Updated Jul 20, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,742 3,605 1 21 Updated Jul 20, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 778 2,977 314 (1 issue needs help) 31 Updated Jul 20, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,655 65,137 811 (3 issues need help) 116 Updated Jul 20, 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-2.0 187 851 38 13 Updated Jul 20, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 15 92 12 9 Updated Jul 20, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 166 822 31 5 Updated Jul 21, 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 1,322 2,470 41 3 Updated Jul 21, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 318 753 17 15 Updated Jul 20, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 10 18 2 2 Updated Jul 21, 2020

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 326 1,113 42 6 Updated Jul 20, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 134 179 7 5 Updated Jul 20, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 32 129 0 9 Updated Jul 20, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 233 1,163 22 3 Updated Jul 20, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 322 2,037 67 (1 issue needs help) 0 Updated Jul 20, 2020