AlphaFold Decoded: Introduction to Tensors (Lesson 1)

This introductory video is the perfect starting point for understanding the innovative protein structure modeling software, AlphaFold. Mastering tensors will be essential as you progress. For more details and to access the corresponding Jupyter notebook, visit our website: Assignment: 1) Clone https://github.com/kilianmandon/alpha... 2) Work on tutorials/tensor_introduction Setup Instructions on https://github.com/kilianmandon/alpha... 0:00 Intro 0:47 First Concepts 4:00 Tensor Creation 5:43 Tensor Shapes 8:00 Indexing and Slicing 11:29 Axis-wise Operations 15:26 Broadcasting 18:29 torch.einsum 22:13 Outro