tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 859 2,467 237 153 Updated Oct 26, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 424 1,636 115 9 Updated Oct 26, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 361 1,198 163 38 Updated Oct 26, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 7 Updated Oct 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 83,074 149,546 3,835 (3 issues need help) 193 Updated Oct 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-2.0 206 907 54 17 Updated Oct 26, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,114 72 (1 issue needs help) 0 Updated Oct 26, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 129 370 114 (2 issues need help) 3 Updated Oct 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-2.0 818 3,098 349 (1 issue needs help) 49 Updated Oct 26, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 146 580 44 (19 issues need help) 14 Updated Oct 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 1,850 4,689 67 44 Updated Oct 26, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,596 66,854 845 (3 issues need help) 134 Updated Oct 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 1,387 2,597 38 3 Updated Oct 25, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,994 3,946 1 31 Updated Oct 25, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,637 4,728 0 13 Updated Oct 24, 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 34 184 32 7 Updated Oct 24, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 44 188 18 5 Updated Oct 24, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,301 4,996 486 57 Updated Oct 24, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 279 172 0 3 Updated Oct 24, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 209 1,027 41 (1 issue needs help) 4 Updated Oct 24, 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 1,328 14,098 435 (8 issues need help) 82 Updated Oct 24, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 96 490 36 4 Updated Oct 24, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 200 1,003 13 7 Updated Oct 23, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 150 196 7 5 Updated Oct 23, 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 13 50 6 17 Updated Oct 23, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 124 348 3 1 Updated Oct 24, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 575 44 20 Updated Oct 24, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,421 3,920 184 23 Updated Oct 23, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 726 74 (12 issues need help) 3 Updated Oct 23, 2020

• mlir-hlo
  C++ 7 32 2 0 Updated Oct 23, 2020