tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 748 2,293 196 (2 issues need help) 147 Updated Aug 12, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 333 1,112 128 128 Updated Aug 12, 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 1,276 13,726 393 (8 issues need help) 82 Updated Aug 12, 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 29 1 11 Updated Aug 12, 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 82,376 147,381 3,663 (5 issues need help) 203 Updated Aug 12, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 96 541 38 10 Updated Aug 12, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 192 965 42 6 Updated Aug 12, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 321 762 19 22 Updated Aug 12, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 54 115 25 12 Updated Aug 12, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 132 556 41 (17 issues need help) 14 Updated Aug 12, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,938 65,543 835 (3 issues need help) 130 Updated Aug 12, 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-2.0 197 867 38 13 Updated Aug 12, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 20 1 5 Updated Aug 12, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,256 4,779 473 61 Updated Aug 12, 2020

• mlir-hlo
  C++ 0 7 0 0 Updated Aug 12, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,681 3,704 0 46 Updated Aug 12, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 33 133 0 12 Updated Aug 12, 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 1,809 4,566 74 40 Updated Aug 12, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 239 1,186 23 4 Updated Aug 12, 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 20 132 26 1 Updated Aug 12, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 787 3,007 328 (1 issue needs help) 37 Updated Aug 12, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 326 2,069 67 (1 issue needs help) 0 Updated Aug 12, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 223 2,614 28 (1 issue needs help) 1 Updated Aug 12, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 27 106 9 3 Updated Aug 12, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 116 345 105 (2 issues need help) 6 Updated Aug 12, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 15 108 15 9 Updated Aug 12, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 534 5,627 36 (1 issue needs help) 1 Updated Aug 11, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 47 397 8 1 Updated Aug 11, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 67 616 12 23 Updated Aug 11, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 191 975 11 7 Updated Aug 11, 2020