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 82,791 148,789 3,766 (5 issues need help) 191 Updated Sep 28, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 53 419 8 2 Updated Sep 28, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 259 154 0 7 Updated Sep 28, 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 26 170 31 7 Updated Sep 28, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,355 66,395 811 (3 issues need help) 136 Updated Sep 28, 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 1,842 4,653 65 42 Updated Sep 28, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,900 3,901 0 37 Updated Sep 28, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 145 572 43 (18 issues need help) 14 Updated Sep 28, 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 1,312 13,975 406 (8 issues need help) 86 Updated Sep 28, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 352 1,170 158 52 Updated Sep 28, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,921 3,830 1 40 Updated Sep 28, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 328 2,103 73 (1 issue needs help) 0 Updated Sep 28, 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-2.0 203 894 52 18 Updated Sep 27, 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-2.0 373 1,021 110 (32 issues need help) 43 Updated Sep 28, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 102 562 43 17 Updated Sep 27, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 317 1,277 33 5 Updated Sep 27, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 805 3,071 336 (1 issue needs help) 41 Updated Sep 27, 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 1,374 2,565 34 5 Updated Sep 27, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 403 1,600 104 4 Updated Sep 27, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 125 357 112 (2 issues need help) 1 Updated Sep 26, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 31 126 13 6 Updated Sep 26, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 816 2,403 231 (2 issues need help) 145 Updated Sep 26, 2020

• lucid

  A collection of infrastructure and tools for research in neural network interpretability.

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 554 3,889 58 (1 issue needs help) 12 Updated Sep 26, 2020

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 16 233 0 1 Updated Sep 26, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 197 986 13 8 Updated Sep 26, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 122 22 7 Updated Sep 25, 2020

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 93 401 0 2 Updated Sep 25, 2020

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 56 224 13 (4 issues need help) 6 Updated Sep 26, 2020

• mlir-hlo
  C++ 3 28 2 0 Updated Sep 25, 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 7 47 5 20 Updated Sep 26, 2020