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 84,463 154,871 3,846 (2 issues need help) 182 Updated Apr 14, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 429 1,387 211 39 Updated Apr 14, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,385 5,253 506 53 Updated Apr 14, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 359 1,498 45 29 Updated Apr 15, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 87 714 17 30 Updated Apr 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-2.0 238 1,025 75 17 Updated Apr 14, 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-2.0 491 1,865 101 (2 issues need help) 11 Updated Apr 14, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 286 2,443 59 (4 issues need help) 48 Updated Apr 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-2.0 447 1,257 142 (28 issues need help) 50 Updated Apr 14, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,983 69,498 991 (2 issues need help) 166 Updated Apr 14, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 217 1,049 17 10 Updated Apr 14, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 877 3,276 393 (1 issue needs help) 60 Updated Apr 14, 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 31 130 14 50 Updated Apr 14, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 32 198 32 3 Updated Apr 14, 2021

• mlir-hlo
  MLIR 11 63 5 0 Updated Apr 14, 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 1,958 4,977 71 15 Updated Apr 14, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 74 513 18 1 Updated Apr 14, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 354 2,216 81 (1 issue needs help) 1 Updated Apr 14, 2021

• toolchains

  Bazel toolchain configurations used across TensorFlow ecosystem
  Starlark Apache-2.0 6 3 0 1 Updated Apr 14, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,361 4,469 1 28 Updated Apr 14, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 78 45 0 3 Updated Apr 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 1,477 14,928 476 (8 issues need help) 96 Updated Apr 14, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,897 4,818 0 51 Updated Apr 14, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 168 215 7 8 Updated Apr 14, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,708 8,801 1 60 Updated Apr 14, 2021

• tfhub.dev
  Python Apache-2.0 15 15 0 1 Updated Apr 14, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 156 437 125 (2 issues need help) 3 Updated Apr 14, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 75 309 67 20 Updated Apr 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 1,006 2,768 268 173 Updated Apr 14, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 2 7 0 0 Updated Apr 14, 2021