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 85,178 157,716 3,392 (1 issue needs help) 172 Updated Jul 26, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 115 772 23 40 Updated Jul 26, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 385 1,575 48 52 Updated Jul 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 48 162 19 60 Updated Jul 26, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 470 1,530 212 18 Updated Jul 27, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 70 140 25 27 Updated Jul 26, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 545 27 2 Updated Jul 26, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 183 1,072 58 26 Updated Jul 27, 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 1,557 15,319 493 (8 issues need help) 102 Updated Jul 26, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 36 216 34 6 Updated Jul 26, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,412 5,576 507 41 Updated Jul 26, 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-2.0 542 1,977 103 (2 issues need help) 10 Updated Jul 26, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,560 70,726 1,044 (2 issues need help) 166 Updated Jul 27, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 222 1,081 15 10 Updated Jul 26, 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 54 297 47 5 Updated Jul 26, 2021

• mlir-hlo
  C++ 19 90 7 0 Updated Jul 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 1,080 74 19 Updated Jul 26, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 362 2,265 85 (1 issue needs help) 0 Updated Jul 26, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 176 230 7 5 Updated Jul 26, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 124 932 78 6 Updated Jul 26, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,539 4,707 1 8 Updated Jul 26, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 172 477 140 (2 issues need help) 2 Updated Jul 26, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 297 2,488 62 (4 issues need help) 55 Updated Jul 26, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 105 566 33 6 Updated Jul 26, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 909 3,395 424 (1 issue needs help) 60 Updated Jul 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 1,081 2,914 293 193 Updated Jul 26, 2021

• tflite-micro-arduino-examples
  Apache-2.0 2 1 0 2 Updated Jul 26, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,354 5,175 0 65 Updated Jul 26, 2021

• decision-forests

  A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

  python machine-learning random-forest tensorflow keras ml decision-trees
  Python Apache-2.0 25 301 11 0 Updated Jul 26, 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 1,538 2,888 8 1 Updated Jul 26, 2021