TensorFlow is an open-source machine learning framework developed by Google. It is designed to facilitate the development and training of machine learning models, particularly deep neural networks. TensorFlow provides a comprehensive ecosystem of tools, libraries, and community support. Its computational graph paradigm allows for efficient execution on CPUs and GPUs. TensorFlow distinguishes itself with its flexibility, scalability, and wide adoption in both research and industry.