TensorFlow is an open-source machine learning library developed by Google. It is designed to perform numerical computations using data flow graphs, making it highly efficient for large-scale deep learning applications. TensorFlow provides a flexible platform for implementing custom machine learning models and offers support for distributed training across multiple devices and platforms.