tensorflow

Repositories

• 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 1,233 13,548 391 (8 issues need help) 69 Updated Jul 9, 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 81,986 146,262 3,551 (5 issues need help) 220 Updated Jul 9, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 699 2,193 206 (2 issues need help) 148 Updated Jul 9, 2020

• tflite-support

  TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile devices.
  C++ Apache-2.0 1 5 0 11 Updated Jul 9, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 130 537 39 (17 issues need help) 10 Updated Jul 9, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,240 4,733 471 62 Updated Jul 9, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 241 2,235 43 (4 issues need help) 27 Updated Jul 9, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,511 3,524 0 45 Updated Jul 9, 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 1,317 2,441 42 6 Updated Jul 9, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,717 3,568 1 31 Updated Jul 9, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,497 64,870 823 (3 issues need help) 108 Updated Jul 9, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 319 1,073 104 231 Updated Jul 9, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,310 3,642 164 20 Updated Jul 9, 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-2.0 307 907 110 (34 issues need help) 41 Updated Jul 9, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 15 88 12 7 Updated Jul 9, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 53 109 24 15 Updated Jul 9, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 318 2,032 68 (1 issue needs help) 0 Updated Jul 9, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 178 930 31 3 Updated Jul 9, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 779 2,960 312 (1 issue needs help) 34 Updated Jul 9, 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-2.0 180 844 36 13 Updated Jul 9, 2020

• cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  security benchmarking machine-learning
  Python MIT 1,153 4,629 48 (6 issues need help) 22 Updated Jul 9, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 209 2,541 27 (1 issue needs help) 2 Updated Jul 9, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 315 745 16 16 Updated Jul 9, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 230 1,151 22 3 Updated Jul 8, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 66 604 20 (1 issue needs help) 18 Updated Jul 8, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 30 126 0 8 Updated Jul 8, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 110 334 100 (2 issues need help) 4 Updated Jul 8, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 116 679 3 0 Updated Jul 9, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 282 1,149 19 3 Updated Jul 8, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 42 378 9 1 Updated Jul 8, 2020