tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 456 1,474 225 37 Updated Jun 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 84,913 156,679 3,635 (1 issue needs help) 179 Updated Jun 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 1,060 63 18 Updated Jun 13, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,489 4,616 1 7 Updated Jun 14, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,339 70,233 1,031 (2 issues need help) 171 Updated Jun 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 1,059 2,875 285 193 Updated Jun 13, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 97 751 19 33 Updated Jun 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 1,522 2,843 6 1 Updated Jun 13, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 114 874 69 6 Updated Jun 13, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 899 3,348 412 (1 issue needs help) 63 Updated Jun 13, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 377 1,539 48 42 Updated Jun 13, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 530 24 3 Updated Jun 13, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 414 313 0 7 Updated Jun 13, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,245 85 (1 issue needs help) 0 Updated Jun 13, 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 38 150 14 52 Updated Jun 13, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 293 2,469 60 (4 issues need help) 63 Updated Jun 13, 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 53 284 44 4 Updated Jun 12, 2021

• toolchains

  Bazel toolchain configurations used across TensorFlow ecosystem
  Starlark Apache-2.0 10 3 0 3 Updated Jun 13, 2021

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 25 66 9 0 Updated Jun 12, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 165 468 134 (2 issues need help) 4 Updated Jun 12, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 180 495 0 0 Updated Jun 12, 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 5,075 77 16 Updated Jun 12, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 81 47 0 6 Updated Jun 12, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 221 1,061 20 10 Updated Jun 12, 2021

• mlir-hlo
  MLIR 16 84 5 0 Updated Jun 12, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 26 57 14 16 Updated Jun 12, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 35 212 32 5 Updated Jun 12, 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 1,521 15,188 476 (9 issues need help) 89 Updated Jun 11, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 307 1,423 50 7 Updated Jun 12, 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-2.0 471 1,304 158 (31 issues need help) 55 Updated Jun 11, 2021