tensorflow

Repositories

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 447 13 1 Updated Nov 26, 2020

• mlir-hlo
  C++ 8 36 3 0 Updated Nov 26, 2020

• cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  security benchmarking machine-learning
  Python MIT 1,200 4,836 51 (6 issues need help) 23 Updated Nov 26, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 568 5,790 42 (1 issue needs help) 1 Updated Nov 26, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,662 4,796 0 13 Updated Nov 26, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 888 2,536 236 148 Updated Nov 26, 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 83,347 150,843 3,982 (2 issues need help) 190 Updated Nov 26, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 135 377 106 (2 issues need help) 4 Updated Nov 26, 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 1,873 4,749 62 25 Updated Nov 26, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 830 3,138 367 (1 issue needs help) 50 Updated Nov 26, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 302 197 0 6 Updated Nov 26, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 370 1,229 171 50 Updated Nov 26, 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-2.0 396 1,099 117 (31 issues need help) 41 Updated Nov 26, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 435 1,692 92 6 Updated Nov 26, 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 1,356 14,274 445 (8 issues need help) 93 Updated Nov 26, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,956 67,345 882 (3 issues need help) 139 Updated Nov 26, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 128 23 12 Updated Nov 26, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 110 585 49 18 Updated Nov 26, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,319 5,050 487 59 Updated Nov 26, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 19 121 0 5 Updated Nov 25, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 79 661 21 22 Updated Nov 25, 2020

• tensorrt

  TensorFlow/TensorRT integration
  Jupyter Notebook Apache-2.0 153 497 55 3 Updated Nov 25, 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 40 205 38 7 Updated Nov 25, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 337 2,146 73 (1 issue needs help) 0 Updated Nov 25, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 328 1,357 38 4 Updated Nov 25, 2020

• tfhub.dev
  Python Apache-2.0 5 9 0 1 Updated Nov 25, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 587 45 (19 issues need help) 8 Updated Nov 25, 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 1,421 2,633 40 3 Updated Nov 26, 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-2.0 211 928 60 18 Updated Nov 25, 2020

• model-remediation

  Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

  machine-learning tensorflow
  Python Apache-2.0 1 6 0 1 Updated Nov 25, 2020