tensorflow

Repositories

• 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 82,504 147,717 3,735 (5 issues need help) 211 Updated Aug 23, 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-2.0 344 977 117 (32 issues need help) 43 Updated Aug 24, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 123 693 3 0 Updated Aug 23, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,081 6,938 1 47 Updated Aug 23, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 766 2,309 200 (2 issues need help) 146 Updated Aug 23, 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 1,822 4,586 70 40 Updated Aug 23, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 115 25 9 Updated Aug 23, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,837 3,728 1 30 Updated Aug 23, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 339 1,128 131 81 Updated Aug 23, 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-2.0 199 875 41 15 Updated Aug 23, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,015 65,731 855 (3 issues need help) 126 Updated Aug 23, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 327 2,079 67 (1 issue needs help) 0 Updated Aug 23, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,597 4,589 0 15 Updated Aug 22, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 48 403 8 1 Updated Aug 23, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 792 3,027 331 (1 issue needs help) 39 Updated Aug 22, 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 1,282 13,781 397 (8 issues need help) 80 Updated Aug 22, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 251 2,288 51 (4 issues need help) 28 Updated Aug 22, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 194 975 43 (1 issue needs help) 6 Updated Aug 22, 2020

• mlir-hlo
  C++ 2 13 0 0 Updated Aug 22, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,265 4,800 473 60 Updated Aug 22, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 98 547 39 14 Updated Aug 22, 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 22 144 31 3 Updated Aug 22, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 135 560 41 (18 issues need help) 12 Updated Aug 22, 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 4 33 1 16 Updated Aug 21, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 388 1,547 102 6 Updated Aug 21, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 192 976 11 7 Updated Aug 22, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 36 137 0 13 Updated Aug 21, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 122 349 108 (2 issues need help) 5 Updated Aug 22, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 29 54 3 1 Updated Aug 21, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 621 14 13 Updated Aug 21, 2020