On the leaderboard
| Rank | Repository | Stars |
|---|---|---|
| 21 | tensorflow/tensorflow | 195,124 |
| 183 | tensorflow/models | 77,662 |
Top repositories by stars
- C++193,772
- Python77,684
- tensorflow/tfjs
A WebGL accelerated JavaScript library for training and deploying ML models.
TypeScript19,105 - tensorflow/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Python17,000 - tensorflow/tfjs-models
Pretrained models for TensorFlow.js
TypeScript14,759 - tensorflow/playground
Play with neural networks!
TypeScript12,780 - tensorflow/tfjs-core
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
TypeScript8,458 - tensorflow/examples
TensorFlow examples
Jupyter Notebook8,249 - tensorflow/tensorboard
TensorFlow's Visualization Toolkit
TypeScript7,111 - tensorflow/tfjs-examples
Examples built with TensorFlow.js
JavaScript6,782 - tensorflow/nmt
TensorFlow Neural Machine Translation Tutorial
Python6,465 - tensorflow/serving
A flexible, high-performance serving system for machine learning models
C++6,351 - tensorflow/docs
TensorFlow documentation
Jupyter Notebook6,294 - tensorflow/swift
Swift for TensorFlow
Jupyter Notebook6,142 - tensorflow/rust
Rust language bindings for TensorFlow
Rust5,464 - tensorflow/tpu
Reference models and tools for Cloud TPUs.
Jupyter Notebook5,266 - tensorflow/lucid
A collection of infrastructure and tools for research in neural network interpretability.
Jupyter Notebook4,703 - tensorflow/datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Python4,542 - tensorflow/probability
Probabilistic reasoning and statistical analysis in TensorFlow
Jupyter Notebook4,409 - tensorflow/hub
A library for transfer learning by reusing parts of TensorFlow models.
Python3,530 - tensorflow/minigo
An open-source implementation of the AlphaGoZero algorithm
C++3,530 - tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
Jupyter Notebook3,459 - tensorflow/skflow
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
Python3,170 - tensorflow/agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Python2,988 - tensorflow/lingvo
Lingvo
Python2,856 - tensorflow/graphics
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python2,783 - tensorflow/ranking
Learning to Rank in TensorFlow
Python2,779 - tensorflow/tflite-micro
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
C++2,761 - tensorflow/tfx
TFX is an end-to-end platform for deploying production ML pipelines
Python2,173 - tensorflow/quantum
An open-source Python framework for hybrid quantum-classical machine learning.
Python2,089 - tensorflow/privacy
Library for training machine learning models with privacy for training data
Python1,999 - tensorflow/recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
Python1,997 - tensorflow/fold
Deep learning with dynamic computation graphs in TensorFlow
Python1,823 - tensorflow/mlir
"Multi-Level Intermediate Representation" Compiler Infrastructure
1,762 - tensorflow/addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Python1,708 - tensorflow/mesh
Mesh TensorFlow: Model Parallelism Made Easier
Python1,626 - tensorflow/haskell
Haskell bindings for TensorFlow
Haskell1,608 - tensorflow/model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Python1,563 - tensorflow/gnn
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Python1,510 - tensorflow/workshops
A few exercises for use at events.
Jupyter Notebook1,438 - tensorflow/ecosystem
Integration of TensorFlow with other open-source frameworks
Scala1,374 - tensorflow/text
Making text a first-class citizen in TensorFlow.
C++1,280 - tensorflow/community
Stores documents used by the TensorFlow developer community
C++1,280 - tensorflow/model-analysis
Model analysis tools for TensorFlow
Python1,267 - tensorflow/benchmarks
A benchmark framework for Tensorflow
Python1,146 - tensorflow/tfjs-node
TensorFlow powered JavaScript library for training and deploying ML models on Node.js.
TypeScript1,054 - tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Python1,023 - tensorflow/neural-structured-learning
Training neural models with structured signals.
Python1,008 - tensorflow/transform
Input pipeline framework
Python988 - tensorflow/gan
Tooling for GANs in TensorFlow
Jupyter Notebook967 - tensorflow/java
Java bindings for TensorFlow
Java918 - tensorflow/compression
Data compression in TensorFlow
Python908 - tensorflow/swift-apis
Swift for TensorFlow Deep Learning Library
Swift791 - tensorflow/deepmath
Experiments towards neural network theorem proving
C++789 - tensorflow/data-validation
Library for exploring and validating machine learning data
Python779 - tensorflow/docs-l10n
Translations of TensorFlow documentation
Jupyter Notebook760 - tensorflow/runtime
A performant and modular runtime for TensorFlow
C++753 - tensorflow/tensorrt
TensorFlow/TensorRT integration
Jupyter Notebook743 - tensorflow/io
Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
C++735 - tensorflow/tfjs-converter
Convert TensorFlow SavedModel and Keras models to TensorFlow.js
TypeScript711 - tensorflow/decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
Python694 - tensorflow/tcav
Code for the TCAV ML interpretability project
Jupyter Notebook652 - tensorflow/swift-models
Models and examples built with Swift for TensorFlow
Jupyter Notebook647 - Dart641
- tensorflow/recommenders-addons
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
Cuda632 - tensorflow/tfjs-wechat
WeChat Mini-program plugin for TensorFlow.js
TypeScript571 - tensorflow/lattice
Lattice methods in TensorFlow
Python520 - tensorflow/model-card-toolkit
A toolkit that streamlines and automates the generation of model cards
Python443 - tensorflow/tflite-support
TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
C++434 - MLIR422
- tensorflow/custom-op
Guide for building custom op for TensorFlow
Smarty385 - tensorflow/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.
Python382 - tensorflow/tfjs-vis
A set of utilities for in browser visualization with TensorFlow.js
TypeScript370 - tensorflow/fairness-indicators
Tensorflow's Fairness Evaluation and Visualization Toolkit
Python358 - tensorflow/moonlight
Optical music recognition in TensorFlow
Python331 - TypeScript317
- tensorflow/estimator
TensorFlow Estimator
Python302 - tensorflow/build
Build-related tools for TensorFlow
Shell300 - tensorflow/tfjs-layers
TensorFlow.js high-level layers API
TypeScript279 - tensorflow/kfac
An implementation of KFAC for TensorFlow
Python199 - tensorflow/profiler-ui
[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.
HTML137 - tensorflow/ngraph-bridge
TensorFlow-nGraph bridge
C++136 - tensorflow/tfx-addons
Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group
Jupyter Notebook130 - tensorflow/metadata
Utilities for passing TensorFlow-related metadata between tools
Python112 - tensorflow/networking
Enhanced networking support for TensorFlow. Maintained by SIG-networking.
C++98 - tensorflow/java-models
Models in Java
Java95 - Python84
- Java81
- tensorflow/tfjs-website
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
CSS75 - tensorflow/tfjs-data
Simple APIs to load and prepare data for use in machine learning models
TypeScript67 - tensorflow/tfx-bsl
Common code for TFX
Python66 - Python51
- Jupyter Notebook42
- tensorflow/model-remediation
Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.
Python41 - Swift25