Topic
python
2 resources tagged “python”.
Dive into Deep Learning
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola
An interactive deep learning textbook combining explanations, mathematics, and runnable code (PyTorch, NumPy, JAX, and TensorFlow). Covers linear and softmax regression, MLPs, CNNs, RNNs, attention and transformers, and more. Adopted at 500+ universities.
Deep LearningAdvancedCreative CommonsPDF · 43 MB
Think Python
Allen B. Downey
A concise introduction to Python and computer-science thinking, built around problem decomposition. Covers variables, functions, conditionals, recursion, iteration, strings, lists, dictionaries, and a light introduction to classes and objects.
PythonBeginnerCreative CommonsPDF · 900 KB