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 85,048 157,157 3,453 (1 issue needs help) 181 Updated Jul 5, 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 1,537 15,249 489 (9 issues need help) 93 Updated Jul 5, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 462 1,499 216 23 Updated Jul 5, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,445 70,444 1,041 (2 issues need help) 170 Updated Jul 5, 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 1,996 5,109 80 19 Updated Jul 5, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 119 902 73 7 Updated Jul 5, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,278 5,111 0 65 Updated Jul 5, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 82 353 84 21 Updated Jul 5, 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 53 289 47 5 Updated Jul 5, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 297 2,478 61 (4 issues need help) 65 Updated Jul 4, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 310 1,249 59 (1 issue needs help) 7 Updated Jul 4, 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-2.0 526 1,953 100 (2 issues need help) 10 Updated Jul 4, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 79 538 30 3 Updated Jul 5, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 42 83 22 30 Updated Jul 4, 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 1,314 162 (31 issues need help) 59 Updated Jul 4, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,253 85 (1 issue needs help) 0 Updated Jul 4, 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 1,073 2,892 288 187 Updated Jul 3, 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 44 156 18 56 Updated Jul 3, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 382 1,551 47 46 Updated Jul 3, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 310 1,435 52 7 Updated Jul 3, 2021

• mlir-hlo
  C++ 17 87 5 0 Updated Jul 3, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,509 4,663 1 5 Updated Jul 3, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 107 764 20 33 Updated Jul 3, 2021

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,572 4,357 227 29 Updated Jul 2, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 907 3,378 420 (1 issue needs help) 60 Updated Jul 3, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,405 5,552 508 43 Updated Jul 3, 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 25 288 6 0 Updated Jul 2, 2021

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,815 5,234 0 16 Updated Jul 2, 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 1,068 68 18 Updated Jul 2, 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-2.0 601 4,241 64 (1 issue needs help) 7 Updated Jul 2, 2021