tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 914 2,569 243 159 Updated Dec 17, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 84 669 18 24 Updated Dec 17, 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 83,523 151,610 4,012 (2 issues need help) 252 Updated Dec 17, 2020

• tfhub.dev
  Python Apache-2.0 8 9 0 1 Updated Dec 17, 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-2.0 215 930 61 19 Updated Dec 17, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 58 127 24 14 Updated Dec 17, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,317 4,335 0 42 Updated Dec 17, 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 17 64 11 22 Updated Dec 17, 2020

• mlir-hlo
  C++ 8 40 3 0 Updated Dec 17, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 372 1,261 171 39 Updated Dec 17, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,329 5,086 495 50 Updated Dec 17, 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-2.0 405 1,124 114 (27 issues need help) 41 Updated Dec 17, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,132 67,668 891 (2 issues need help) 147 Updated Dec 17, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,111 4,130 1 22 Updated Dec 17, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 202 1,010 13 8 Updated Dec 17, 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 42 210 37 8 Updated Dec 17, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 340 2,166 74 (1 issue needs help) 0 Updated Dec 17, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 65 459 13 1 Updated Dec 17, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 22 155 19 13 Updated Dec 17, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 47 165 2 13 Updated Dec 17, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 558 908 81 (1 issue needs help) 9 Updated Dec 17, 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 1,374 14,364 468 (8 issues need help) 88 Updated Dec 17, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 17 27 2 5 Updated Dec 17, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 113 598 50 21 Updated Dec 17, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 142 389 107 (2 issues need help) 6 Updated Dec 17, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 737 73 (12 issues need help) 6 Updated Dec 17, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 57 225 30 8 Updated Dec 17, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 98 498 37 3 Updated Dec 17, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 335 1,379 42 9 Updated Dec 16, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 149 594 46 (19 issues need help) 5 Updated Dec 16, 2020