Install TensorFlow, TensorFlow Authors, 2025 (Google) - Official guide for installing TensorFlow, including details on CPU/GPU setup, environment configuration, and troubleshooting common issues.
Get started with TensorFlow, TensorFlow Authors, 2024 - Introduces TensorFlow's core data structure (tensors) and fundamental operations, which are essential for verifying basic functionality.
TensorFlow: A System for Large-Scale Machine Learning, MartÃn Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mane, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viegas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng, 2016OSDI '16: 12th USENIX Symposium on Operating Systems Design and ImplementationDOI: 10.48550/arXiv.1603.04467 - Foundational academic paper describing the TensorFlow system architecture and its design principles.