tensorflow

Repositories

• 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 84,957 156,813 3,534 (1 issue needs help) 184 Updated Jun 21, 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 1,062 64 19 Updated Jun 21, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 379 1,544 48 44 Updated Jun 21, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 534 24 3 Updated Jun 21, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,374 70,322 1,033 (2 issues need help) 169 Updated Jun 21, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 81 348 82 22 Updated Jun 21, 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 15,207 474 (9 issues need help) 92 Updated Jun 21, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 458 1,484 226 32 Updated Jun 21, 2021

• networking

  Enhanced networking support for TensorFlow. Maintained by SIG-networking.
  C++ 24 73 7 3 Updated Jun 21, 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 1,525 2,856 8 2 Updated Jun 21, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 166 467 134 (2 issues need help) 4 Updated Jun 21, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,868 9,264 1 68 Updated Jun 21, 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 1,063 2,883 285 188 Updated Jun 20, 2021

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 361 1,231 50 8 Updated Jun 20, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 417 320 0 5 Updated Jun 20, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 903 3,357 413 (1 issue needs help) 62 Updated Jun 19, 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 1,307 160 (32 issues need help) 57 Updated Jun 20, 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 39 152 15 54 Updated Jun 19, 2021

• lucid

  A collection of infrastructure and tools for research in neural network interpretability.

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 599 4,232 64 (1 issue needs help) 6 Updated Jun 19, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,490 4,634 1 5 Updated Jun 19, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,404 5,535 506 49 Updated Jun 19, 2021

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 26 66 9 0 Updated Jun 19, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,247 85 (1 issue needs help) 0 Updated Jun 19, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,229 5,068 0 63 Updated Jun 19, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 35 212 32 7 Updated Jun 18, 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 5 Updated Jun 18, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 101 758 20 32 Updated Jun 18, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 81 47 0 7 Updated Jun 18, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 116 878 71 7 Updated Jun 18, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 441 948 33 34 Updated Jun 18, 2021