tensorflow

Repositories

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 128 20 13 Updated Oct 21, 2020

• 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 83,035 149,422 3,808 (3 issues need help) 195 Updated Oct 21, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 146 579 44 (19 issues need help) 11 Updated Oct 21, 2020

• 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
  Jupyter Notebook Apache-2.0 34 184 32 8 Updated Oct 21, 2020

• 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 1,325 14,076 428 (8 issues need help) 81 Updated Oct 21, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 359 1,195 162 34 Updated Oct 20, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,111 72 (1 issue needs help) 0 Updated Oct 20, 2020

• 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 1,849 4,683 65 43 Updated Oct 20, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 209 1,023 41 (1 issue needs help) 5 Updated Oct 21, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 16 94 0 1 Updated Oct 21, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,251 7,428 1 51 Updated Oct 21, 2020

• 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 11 50 5 18 Updated Oct 20, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 275 168 0 4 Updated Oct 20, 2020

• 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-2.0 206 906 55 16 Updated Oct 20, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,298 4,988 489 58 Updated Oct 20, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 431 13 1 Updated Oct 20, 2020

• datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  data machine-learning tensorflow datasets
  Python Apache-2.0 852 2,452 231 148 Updated Oct 20, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 141 733 6 2 Updated Oct 20, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 818 3,095 347 (1 issue needs help) 48 Updated Oct 20, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 74 650 15 14 Updated Oct 20, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 106 572 44 18 Updated Oct 20, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,004 13 7 Updated Oct 20, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,545 66,780 845 (3 issues need help) 133 Updated Oct 20, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 129 367 111 (2 issues need help) 2 Updated Oct 20, 2020

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 382 1,049 115 (32 issues need help) 43 Updated Oct 21, 2020

• mlir-hlo
  C++ 6 31 2 0 Updated Oct 20, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 323 1,306 36 3 Updated Oct 20, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 8 Updated Oct 20, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 353 803 25 23 Updated Oct 20, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 95 489 36 4 Updated Oct 20, 2020