tensorflow

Repositories

• 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 1,995 5,098 80 16 Updated Jun 27, 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 85,001 156,955 3,502 (1 issue needs help) 173 Updated Jun 27, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,250 5,096 0 65 Updated Jun 27, 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 2,907 11,370 551 10 Updated Jun 27, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 169 470 137 (2 issues need help) 5 Updated Jun 27, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 81 348 82 20 Updated Jun 27, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 380 1,545 49 68 Updated Jun 26, 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-2.0 476 1,311 163 (32 issues need help) 57 Updated Jun 26, 2021

• fold

  Deep learning with dynamic computation graphs in TensorFlow
  Python Apache-2.0 283 1,818 55 3 Updated Jun 26, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,402 70,372 1,036 (2 issues need help) 172 Updated Jun 26, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 420 322 0 5 Updated Jun 26, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,248 85 (1 issue needs help) 0 Updated Jun 26, 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 41 152 17 55 Updated Jun 26, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 40 75 20 14 Updated Jun 26, 2021

• tfx-bsl

  Common code for TFX
  Python 21 34 4 6 Updated Jun 25, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 175 225 7 5 Updated Jun 26, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 81 537 30 2 Updated Jun 25, 2021

• mlir-hlo
  C++ 16 87 5 0 Updated Jun 26, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,499 4,642 1 4 Updated Jun 25, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,403 5,542 507 48 Updated Jun 25, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 103 759 21 33 Updated Jun 26, 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 1,069 2,890 286 188 Updated Jun 25, 2021

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 61 257 14 (4 issues need help) 8 Updated Jun 26, 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 1,531 15,216 476 (9 issues need help) 89 Updated Jun 25, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 309 1,247 59 (1 issue needs help) 7 Updated Jun 26, 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 1,065 65 20 Updated Jun 25, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 460 1,489 216 26 Updated Jun 25, 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 1,526 2,866 7 2 Updated Jun 25, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,883 9,306 1 68 Updated Jun 25, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 904 3,364 417 (1 issue needs help) 62 Updated Jun 25, 2021