This repository contains different resources for the LINMA2472 courses given at UCLouvain. See the README in each subfolder for more details and troubleshooting:
HomeworkAD: Materials for HW1.LabAD: Materials for the lab sessions.Lectures: Pluto notebooks for lectures on LLMs and Diffusion Models. A static version of the notebooks is available here. This static version allows you to visualize the slides in your web browser without the need to install Julia nor Pluto.
| Week | Monday | Lecture Topic | Lecturer | Practice |
|---|---|---|---|---|
| S1 | 15/09/2025 | Scalar AD | Legat | ⚗️ Forward Lab |
| S2 | 22/09/2025 | Tensor AD | Legat | 🚀 HW1 + ️⚗ Reverse Lab |
| S3 | 29/09/2025 | Tensor AD | Legat | |
| S4 | 05/10/2025 | Second order | Legat | |
| S5 | 13/10/2025 | Transformers | Legat | |
| S6 | 20/10/2025 | Transformers | Legat | 💬 Midterm HW1 |
| 27/10/2025 | 🎃 | |||
| S7 | 03/11/2025 | Kernel | Calbert | |
| S8 | 10/11/2025 | Kernel | Calbert | |
| S9 | 17/11/2025 | Kernel | Calbert | 🏁 HW1 |
| S10 | 24/11/2025 | Diffusion | Legat | 🚀 HW2 |
| S11 | 01/12/2025 | Diffusion | Legat | |
| S12 | 08/12/2025 | Diff Opt | Legat | |
| S13 | 15/12/2025 | Sparse AD | 🏁 HW2 |