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 1,277 13,743 389 (8 issues need help) 86 Updated Aug 16, 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 82,430 147,528 3,708 (5 issues need help) 217 Updated Aug 16, 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 1,813 4,572 77 40 Updated Aug 16, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 134 559 41 (18 issues need help) 14 Updated Aug 17, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 195 970 42 7 Updated Aug 16, 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-2.0 337 967 114 (32 issues need help) 37 Updated Aug 16, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 48 399 8 1 Updated Aug 16, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 68 619 13 24 Updated Aug 16, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 97 543 38 11 Updated Aug 16, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,964 65,611 841 (3 issues need help) 123 Updated Aug 16, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,812 3,704 1 28 Updated Aug 16, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 790 3,013 329 (1 issue needs help) 37 Updated Aug 16, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 335 1,119 130 100 Updated Aug 16, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 121 346 107 (2 issues need help) 5 Updated Aug 15, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 170 827 33 5 Updated Aug 15, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 20 1 5 Updated Aug 16, 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 16 Updated Aug 15, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 304 1,212 24 2 Updated Aug 15, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 754 2,299 196 (2 issues need help) 141 Updated Aug 15, 2020

• mlir-hlo
  C++ 0 11 0 0 Updated Aug 15, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,260 4,786 476 61 Updated Aug 16, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 250 2,281 48 (4 issues need help) 28 Updated Aug 15, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,703 3,714 0 47 Updated Aug 15, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 54 115 25 13 Updated Aug 15, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 33 134 0 13 Updated Aug 15, 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 22 143 24 1 Updated Aug 14, 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-2.0 200 872 38 13 Updated Aug 14, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 91 476 37 3 Updated Aug 14, 2020

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 54 221 13 (4 issues need help) 5 Updated Aug 14, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 191 977 11 7 Updated Aug 15, 2020