Special Interest Groups

Addons SIG Addons enables users to introduce new extensions to the TensorFlow eco-system in a sustainable manner. Build SIG Build is a community group dedicated to the TensorFlow build process. Networking SIG Networking aims to add support for different network fabrics and protocols. JVM SIG JVM provides comprehensive support for building, training and serving TensorFlow models on top of Java Virtual Machine (JVM). TF.js SIG TF.js facilitates community-contributed components to tensorflow/tfjs. IO SIG IO is a repository of dataset, streaming, and file systems extension support for TensorFlow. Rust SIG Rust was created for users and contributors on the TensorFlow Rust binding project. MLIR SIG MLIR fosters open discussion on high performance compilers and how optimization techniques can be applied to TensorFlow graphs. Keras SIG Keras focuses on care and feeding of the tf.Keras API, Keras Tuner, AutoKeras, and Keras applications. SIG Federated TensorFlow Federated (TFF) is an OSS platform based on TensorFlow for machine learning and other computations on decentralized data. TensorBoard SIG TensorBoard facilitates discussion and collaboration around TensorBoard, the visualization tool for TensorFlow. TFX-Addons SIG TFX-Addons facilitates community contributions of community-supported software and tools which can be used on top of core TFX. Micro SIG Micro is a discussion and collaboration group around running TensorFlow models on Microcontrontrollers, DSPs, and other highly resource constrained embedded devices. Recommenders SIG Recommenders drives discussion and collaborations around using TensorFlow for large scale recommendation systems.