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 84,679 155,784 3,750 (2 issues need help) 193 Updated May 15, 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-2.0 507 1,895 94 (3 issues need help) 6 Updated May 15, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 77 327 75 27 Updated May 15, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 888 3,304 402 (1 issue needs help) 59 Updated May 15, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,394 5,480 506 50 Updated May 15, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 294 1,201 59 (1 issue needs help) 13 Updated May 15, 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 36 139 10 48 Updated May 14, 2021

• java-ndarray
  Java Apache-2.0 3 9 0 1 Updated May 15, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 443 1,418 214 40 Updated May 15, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 357 2,224 84 (1 issue needs help) 0 Updated May 15, 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 1,976 5,023 78 17 Updated May 15, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,776 8,961 1 65 Updated May 14, 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 1,505 15,064 453 (8 issues need help) 90 Updated May 15, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 366 1,518 45 34 Updated May 15, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 90 735 20 51 Updated May 15, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 5 23 3 1 Updated May 15, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 295 1,401 48 8 Updated May 14, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,044 4,919 0 56 Updated May 14, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,169 69,892 1,010 (2 issues need help) 168 Updated May 14, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 78 521 24 2 Updated May 14, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 102 823 60 3 Updated May 14, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 59 198 0 14 Updated May 14, 2021

• mlir-hlo
  MLIR 14 75 5 0 Updated May 14, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,421 4,549 1 26 Updated May 14, 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-2.0 462 1,279 153 (30 issues need help) 52 Updated May 14, 2021

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 356 1,219 49 7 Updated May 14, 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 1,511 2,803 33 0 Updated May 14, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 162 451 129 (2 issues need help) 5 Updated May 14, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 64 6 1 Updated May 14, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 102 540 33 5 Updated May 14, 2021