tensorflow

Repositories

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,240 85 (1 issue needs help) 0 Updated Jun 7, 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 84,863 156,363 3,685 (2 issues need help) 202 Updated Jun 7, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 452 1,461 217 36 Updated Jun 7, 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 1,516 15,156 470 (9 issues need help) 91 Updated Jun 6, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,314 70,151 1,028 (2 issues need help) 170 Updated Jun 6, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 19 46 9 7 Updated Jun 6, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 173 1,037 56 25 Updated Jun 6, 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 1,052 2,866 283 187 Updated Jun 6, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 164 464 132 (2 issues need help) 4 Updated Jun 7, 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 1,984 5,064 77 16 Updated Jun 6, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 412 310 0 3 Updated Jun 6, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,466 4,605 1 10 Updated Jun 6, 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-2.0 469 1,300 157 (31 issues need help) 55 Updated Jun 5, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 79 528 24 2 Updated Jun 5, 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 37 148 13 53 Updated Jun 5, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 375 1,533 47 35 Updated Jun 5, 2021

• tfx-addons

  TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

  python machine-learning neural-network tensorflow tfx mlops special-interest-group
  Python Apache-2.0 10 21 21 5 Updated Jun 5, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 303 1,235 59 (1 issue needs help) 9 Updated Jun 5, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 895 3,332 411 (1 issue needs help) 60 Updated Jun 5, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,399 5,510 508 48 Updated Jun 5, 2021

• mlir-hlo
  MLIR 16 84 5 0 Updated Jun 4, 2021

• agents

  TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

  reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms
  Python Apache-2.0 516 1,915 100 (3 issues need help) 6 Updated Jun 4, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 59 203 0 12 Updated Jun 4, 2021

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,799 5,176 0 19 Updated Jun 4, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 65 6 1 Updated Jun 4, 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 1,518 2,835 25 0 Updated Jun 5, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 304 1,416 48 7 Updated Jun 4, 2021

• tfhub.dev
  Python Apache-2.0 16 20 0 0 Updated Jun 4, 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 1,058 62 20 Updated Jun 4, 2021

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

  tensorflow-recommenders-addons sig-recommenders
  Cuda Apache-2.0 37 124 8 0 Updated Jun 4, 2021