TensorFlow

TensorFlow is Google's end-to-end open-source platform for machine learning, spanning the full lifecycle from research experimentation to production deployment. Originally developed by the Google Brain team, it provides stable Python and C++ APIs with the Keras high-level API for building and training neural networks, XLA compilation for performance, and hardware support covering CUDA GPUs, CPU-only setups, Android, Raspberry Pi, and macOS Metal through device plugins. The wider ecosystem extends models beyond the training machine: TensorFlow Lite targets mobile and embedded devices, TensorFlow Serving handles production inference, and TensorFlow.js runs models in the browser. Installation is a pip install away, with Docker images and nightly builds also published. Released under the Apache 2.0 license, TensorFlow remains one of the most widely deployed ML frameworks, used by researchers advancing the field, engineers shipping ML-powered applications, and students learning through its extensive courses and documentation.