tensorflow

Repositories

• 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 1,872 4,744 64 25 Updated Nov 23, 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 83,308 150,742 3,946 (2 issues need help) 205 Updated Nov 23, 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 1,418 2,630 40 2 Updated Nov 23, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 441 13 1 Updated Nov 23, 2020

• mlir-hlo
  C++ 8 35 3 0 Updated Nov 23, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 888 2,530 237 146 Updated Nov 23, 2020

• tfhub.dev
  Python Apache-2.0 5 8 0 2 Updated Nov 23, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,063 4,043 1 14 Updated Nov 23, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,315 5,042 487 59 Updated Nov 23, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 177 837 32 5 Updated Nov 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 16 59 10 24 Updated Nov 23, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 42 158 1 13 Updated Nov 23, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 368 820 30 27 Updated Nov 23, 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 1,351 14,258 449 (8 issues need help) 95 Updated Nov 23, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 432 1,685 93 6 Updated Nov 23, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 336 2,145 73 (1 issue needs help) 0 Updated Nov 23, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 300 194 0 2 Updated Nov 23, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,170 4,207 0 40 Updated Nov 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-2.0 396 1,093 115 (30 issues need help) 41 Updated Nov 23, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 370 1,229 169 52 Updated Nov 23, 2020

• workshops

  A few exercises for use at events.
  Jupyter Notebook Apache-2.0 703 1,447 8 12 Updated Nov 22, 2020

• java-models

  Models in Java
  Java 11 22 5 1 Updated Nov 23, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 109 585 49 19 Updated Nov 22, 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-2.0 210 927 57 19 Updated Nov 23, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,344 7,704 1 51 Updated Nov 22, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,448 3,984 191 24 Updated Nov 22, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 201 1,006 14 8 Updated Nov 21, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,912 67,284 878 (3 issues need help) 139 Updated Nov 21, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 135 378 105 (2 issues need help) 2 Updated Nov 21, 2020

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
  Apache-2.0 0 2 0 0 Updated Nov 21, 2020