tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 441 1,413 208 48 Updated May 4, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 365 1,508 47 31 Updated May 4, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 88 731 17 30 Updated May 4, 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 84,581 155,551 3,815 (2 issues need help) 183 Updated May 4, 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 50 236 43 6 Updated May 4, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,106 69,749 1,003 (2 issues need help) 169 Updated May 4, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,392 5,475 505 50 Updated May 4, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 881 3,291 402 (1 issue needs help) 61 Updated May 4, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 287 2,451 59 (4 issues need help) 50 Updated May 4, 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 1,023 2,805 272 178 Updated May 4, 2021

• tfhub.dev
  Python Apache-2.0 16 18 1 1 Updated May 4, 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 1,967 5,006 77 17 Updated May 4, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 77 518 21 2 Updated May 4, 2021

• mlir-hlo
  MLIR 12 71 5 0 Updated May 4, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 396 284 0 0 Updated May 4, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 356 2,220 82 (1 issue needs help) 0 Updated May 4, 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 1,494 15,026 466 (8 issues need help) 100 Updated May 4, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,753 8,911 1 62 Updated May 4, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 75 321 71 23 Updated May 4, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 152 811 5 0 Updated May 4, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 3 21 3 1 Updated May 4, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 159 449 127 (2 issues need help) 1 Updated May 4, 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-2.0 455 1,272 150 (28 issues need help) 52 Updated May 4, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 29 187 3 8 Updated May 3, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 218 1,052 18 11 Updated May 3, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 78 46 0 4 Updated May 4, 2021

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,868 11,229 550 9 Updated May 3, 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-2.0 498 1,884 95 (3 issues need help) 8 Updated May 3, 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-2.0 243 1,034 61 20 Updated May 3, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,000 4,885 0 55 Updated May 3, 2021