tensorflow

Repositories

• federated

  A framework for implementing federated learning
  Python Apache-2.0 386 1,575 48 54 Updated Jul 28, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,567 70,751 1,048 (2 issues need help) 165 Updated Jul 28, 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 85,184 157,736 3,399 (1 issue needs help) 164 Updated Jul 28, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 363 2,265 85 (1 issue needs help) 0 Updated Jul 28, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 316 1,459 53 7 Updated Jul 28, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 73 144 27 25 Updated Jul 28, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,540 4,711 1 6 Updated Jul 28, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,413 5,577 507 43 Updated Jul 28, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 471 1,535 211 15 Updated Jul 28, 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 48 162 20 59 Updated Jul 27, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,938 9,511 1 72 Updated Jul 28, 2021

• tfhub.dev
  Python Apache-2.0 21 22 0 1 Updated Jul 27, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 115 775 23 37 Updated Jul 27, 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 3,396 424 (1 issue needs help) 60 Updated Jul 27, 2021

• java-ndarray
  Java Apache-2.0 4 17 0 0 Updated Jul 27, 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 54 298 47 5 Updated Jul 27, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 547 27 2 Updated Jul 27, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 105 566 33 6 Updated Jul 27, 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-2.0 247 1,080 74 18 Updated Jul 27, 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 1,557 15,325 492 (8 issues need help) 102 Updated Jul 27, 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
  Jupyter Notebook Apache-2.0 19 29 24 4 Updated Jul 27, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 124 934 78 6 Updated Jul 27, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 66 6 1 Updated Jul 27, 2021

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,583 4,392 229 30 Updated Jul 27, 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-2.0 542 1,978 102 (2 issues need help) 10 Updated Jul 27, 2021

• tflite-micro-arduino-examples
  Apache-2.0 2 1 0 2 Updated Jul 27, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 298 2,487 63 (4 issues need help) 55 Updated Jul 27, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 192 880 20 8 Updated Jul 27, 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-2.0 487 1,337 164 (30 issues need help) 59 Updated Jul 27, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 183 1,072 58 26 Updated Jul 27, 2021