ML frameworks for training neural nets: PyTorch, TensorFlow, JAX, tinygrad

What an ML framework is, how tensors and autograd work, how PyTorch, TensorFlow, JAX, tinygrad, and micrograd differ, and what to pick for your task — from learning to production inference.