epfml/ML_course
EPFL Machine Learning Course, Fall 2026
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 36 contributors on GitHub.
Gained 1,312% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides comprehensive lecture notes, labs, and projects for a university-level machine learning course.
- Offers a structured and complete educational resource with code templates and solutions for hands-on learning.
- Use for self-studying foundational and advanced machine learning concepts through practical exercises.
- Use for instructors seeking a ready-to-use curriculum and materials to teach machine learning at university level.
- Use for students preparing for exams or projects by reviewing detailed course content and example implementations.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
No license detected
No license file detected by GitHub: unless the project grants one elsewhere, the default is all rights reserved.
Community files
- README: present
Watch-outs
- Warning: No license file detected by GitHub: unless the project grants one elsewhere, you generally have no permission to use, modify or distribute the code.
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Machine Learning Course, Fall 2025
The course website and syllabus is available here: https://epfml.github.io/cs433-2025/
This repository contains all lecture notes, labs and projects - resources, code templates and solutions. Organizational information is available at the course website here.
Videos will be available after each lecture on the mediaspace channel, including also the previous year's 2024 and 2023 videos.
Contact us if you have any questions, via the discussion forum (for EPFL students), or email to the assistants or teachers. Please create issues and pull requests here using the menu above.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
1.0K+22
Open issues
5+0
Compared with peers in Machine Learning
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| photoprism/photoprism | 40.4K | — | 65 | 1 day ago |
| huggingface/diffusers | 34.8K | — | 65 | 3 days ago |
| onnx/onnx | 21.6K | — | 63 | 31 days ago |
| lukas-blecher/LaTeX-OCR | 16.6K | — | 18 | — |
| milesial/Pytorch-UNet | 11.7K | — | 18 | — |
| epfml/ML_course | 2.1K | — | 29 | — |
| Category median | 21.6K | — | 63 | — |
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