tensorflow

Repositories

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 147 410 108 (2 issues need help) 7 Updated Jan 30, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,421 68,498 923 (2 issues need help) 153 Updated Jan 31, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 277 2,393 56 (4 issues need help) 39 Updated Jan 31, 2021

• 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 83,852 152,871 4,120 (2 issues need help) 202 Updated Jan 31, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 155 430 0 0 Updated Jan 31, 2021

• 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 1,921 4,848 66 14 Updated Jan 31, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 132 733 54 20 Updated Jan 31, 2021

• 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 1,405 14,591 470 (8 issues need help) 92 Updated Jan 30, 2021

• 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 24 97 4 30 Updated Jan 30, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 954 2,647 236 157 Updated Jan 30, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 64 267 37 16 Updated Jan 30, 2021

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 454 1,774 93 5 Updated Jan 30, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 346 2,195 77 (1 issue needs help) 0 Updated Jan 30, 2021

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 421 1,178 130 (27 issues need help) 47 Updated Jan 30, 2021

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 150 603 46 (19 issues need help) 5 Updated Jan 30, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,207 4,270 1 27 Updated Jan 30, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,352 5,137 485 54 Updated Jan 30, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 340 237 0 0 Updated Jan 30, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,543 4,529 0 46 Updated Jan 30, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 343 1,421 48 11 Updated Jan 30, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 390 1,296 180 36 Updated Jan 30, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 24 155 1 10 Updated Jan 29, 2021

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 59 130 24 12 Updated Jan 29, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 182 850 32 7 Updated Jan 29, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 846 3,219 381 (1 issue needs help) 48 Updated Jan 29, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,525 8,262 1 64 Updated Jan 29, 2021

• mlir-hlo
  C++ 10 48 4 0 Updated Jan 29, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 158 207 7 6 Updated Jan 29, 2021

• 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-2.0 226 963 65 21 Updated Jan 29, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 53 175 2 13 Updated Jan 29, 2021