tensorflow

Repositories

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 66 6 1 Updated Jul 14, 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 1,547 15,292 485 (9 issues need help) 104 Updated Jul 14, 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 85,113 157,378 3,422 (1 issue needs help) 165 Updated Jul 14, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 540 28 2 Updated Jul 14, 2021

• mlir-hlo
  C++ 19 89 7 0 Updated Jul 14, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 383 1,562 50 51 Updated Jul 14, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 467 1,511 210 27 Updated Jul 14, 2021

• 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 53 295 47 5 Updated Jul 14, 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-2.0 482 1,323 162 (30 issues need help) 58 Updated Jul 14, 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-2.0 246 1,073 70 20 Updated Jul 14, 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 1,078 2,900 291 193 Updated Jul 14, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,492 70,578 1,045 (2 issues need help) 172 Updated Jul 14, 2021

• java-ndarray
  Java Apache-2.0 4 16 0 0 Updated Jul 14, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 170 473 138 (2 issues need help) 3 Updated Jul 14, 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 2,003 5,112 79 20 Updated Jul 14, 2021

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,818 5,261 0 17 Updated Jul 14, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 297 2,482 61 (4 issues need help) 56 Updated Jul 14, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 57 111 24 30 Updated Jul 14, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,309 5,134 0 65 Updated Jul 14, 2021

• tfhub.dev
  Python Apache-2.0 18 21 0 1 Updated Jul 14, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,526 4,679 1 5 Updated Jul 14, 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 44 160 17 59 Updated Jul 14, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 36 215 33 5 Updated Jul 14, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 909 3,389 420 (1 issue needs help) 59 Updated Jul 14, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 362 2,256 85 (1 issue needs help) 0 Updated Jul 14, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 315 1,448 52 7 Updated Jul 13, 2021

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 29 71 9 0 Updated Jul 13, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,407 5,560 509 44 Updated Jul 13, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 122 917 75 8 Updated Jul 13, 2021

• 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 1,530 2,877 6 0 Updated Jul 13, 2021