tensorflow

Repositories

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,254 66,169 796 (3 issues need help) 132 Updated Sep 20, 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-2.0 368 1,013 109 (32 issues need help) 44 Updated Sep 20, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 348 1,157 150 50 Updated Sep 20, 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 82,730 148,549 3,754 (5 issues need help) 191 Updated Sep 20, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 30 122 12 5 Updated Sep 20, 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 1,369 2,554 34 4 Updated Sep 20, 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 1,307 13,917 406 (8 issues need help) 83 Updated Sep 20, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 125 355 111 (2 issues need help) 3 Updated Sep 20, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 635 18 17 Updated Sep 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 1,838 4,634 64 41 Updated Sep 20, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 329 2,102 73 (1 issue needs help) 1 Updated Sep 20, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 830 33 5 Updated Sep 20, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 134 718 4 2 Updated Sep 20, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 200 1,001 46 (1 issue needs help) 8 Updated Sep 19, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 52 417 8 2 Updated Sep 20, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 799 2,382 228 (2 issues need help) 138 Updated Sep 20, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,283 4,940 486 53 Updated Sep 19, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 314 1,262 33 5 Updated Sep 19, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,871 3,866 0 37 Updated Sep 19, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 132 710 73 (12 issues need help) 3 Updated Sep 19, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 246 151 0 45 Updated Sep 19, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 196 984 12 7 Updated Sep 19, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 36 144 0 15 Updated Sep 18, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 102 561 42 17 Updated Sep 19, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,901 3,806 1 32 Updated Sep 19, 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 26 163 31 0 Updated Sep 19, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 18 122 18 12 Updated Sep 18, 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 6 44 3 20 Updated Sep 18, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 121 22 8 Updated Sep 18, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 801 3,063 335 (1 issue needs help) 40 Updated Sep 18, 2020