Machine Learning in 2022: TensorFlow or PyTorch?

Data scientists or AI researchers working on deep learning will probably turn to PyTorch or TensorFlow, two popular open-source frameworks designed for AI. But how exactly do they differ, and which is the correct choice for building new ML models in 2022? To help beginner data scientists or those looking to get into AI, Ryan O'Connor of AssemblyAI wrote a 5,000-word deep dive about this rapidly evolving topic. He undertook a multi-faceted comparison to address this complex topic, evaluating considerations such as model availability, deployment ease, and the strengths of both ecosystems. "Outdated or incomplete information [about PyTorch and TensorFlow] is abundant, and further obfuscates the complex discussion of which framework has the upper hand in a given domain," O'Connor explained.