tensorflow

Repositories

• 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 26 164 31 4 Updated Sep 24, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 351 1,164 155 55 Updated Sep 24, 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 82,763 148,678 3,760 (5 issues need help) 197 Updated Sep 24, 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 45 3 21 Updated Sep 24, 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-2.0 371 1,017 109 (32 issues need help) 45 Updated Sep 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 1,310 13,940 410 (8 issues need help) 85 Updated Sep 24, 2020

• mlir-hlo
  C++ 3 28 2 0 Updated Sep 24, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,312 66,293 809 (3 issues need help) 136 Updated Sep 24, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 315 1,268 33 5 Updated Sep 24, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 197 984 12 7 Updated Sep 24, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 121 22 10 Updated Sep 24, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 52 418 8 2 Updated Sep 23, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 18 122 19 12 Updated Sep 23, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 803 3,068 335 (1 issue needs help) 40 Updated Sep 24, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,287 4,951 485 54 Updated Sep 24, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 92 480 35 4 Updated Sep 24, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 636 17 17 Updated Sep 24, 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 1,840 4,644 66 41 Updated Sep 24, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 144 572 43 (18 issues need help) 11 Updated Sep 24, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 29 54 3 1 Updated Sep 23, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,885 3,888 0 38 Updated Sep 23, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,910 3,815 1 36 Updated Sep 23, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 813 2,392 231 (2 issues need help) 144 Updated Sep 23, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 146 190 7 6 Updated Sep 23, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 24 1 5 Updated Sep 23, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 328 2,102 73 (1 issue needs help) 0 Updated Sep 23, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 251 153 0 0 Updated Sep 23, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 830 33 6 Updated Sep 23, 2020

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 8 105 0 0 Updated Sep 23, 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-2.0 202 892 50 16 Updated Sep 23, 2020