| Cécile Hébert | General Physics: Mechanics | Demonstrations in class | Python | https://github.com/c-hebert/MecaDRIL | https://go.epfl.ch/mecadril |
| Guillaume Anciaux | Numerical Modelling of Solids and Structures | Exercise worksheets | Python | https://c4science.ch/source/mnss-notebook-demo | https://go.epfl.ch/MNSS-demo |
| Paolo Prandoni | Signal Processing for Communications | Interactive textbook | Python | https://github.com/prandoni/COM303 | https://go.epfl.ch/COM303-noto |
| Pol del Aguila Pla, Daniel Sage | Image Processing | Assignments (automatically graded) | JavaScript,Python,
SoS
| | |
| Alexandre Alahi | Machine Learning for Engineers | Exercise worksheets
Assignments (automatically graded) | Python | https://github.com/vita-epfl/introML-2021 | https://go.epfl.ch/introML-noto |
Giovanni Pizzi,
Dou Du | Quantum Mechanics and Materials Science | Demonstrations in class | Python | https://github.com/osscar-org/quantum-mechanics | https://go.epfl.ch/quantum-noto |
| Oleg Yazyev | Solid State Physics | Demonstrations in class | Python | https://github.com/oyazyev/SoliDRIL | https://go.epfl.ch/SoliDRIL-noto |
| Simone Deparis | Numerical Analysis | Exercise worksheets | Python | https://c4science.ch/source/PubNumAnalysisIpynb/ | https://go.epfl.ch/NumAnalysis-noto |
| Giulia Tagliabue | Heat and Mass Transfer | Interactive textbook | Python | https://c4science.ch/source/Convection/ | https://go.epfl.ch/Convection-noto |
Martin Jaggi,
Nicolas Flammarion | Machine Learning | Exercise worksheets | Python | https://github.com/epfml/ML_course | https://go.epfl.ch/ML_course-noto |
Martin Jaggi,
Nicolas Flammarion | Optimization for Machine Learning | Exercise worksheets | Python | https://github.com/epfml/OptML_course | https://go.epfl.ch/OptML-noto |
Simon Dürr,
Ursula Röthlisberger,
Andrea Levy
| Computational Chemistry | Interactive textbook
Exercise worksheets | Python | https://lcbc-epfl.github.io/iesm-public/intro.html | https://go.epfl.ch/IESM-noto |
Andrea Levy,
Simon Dürr,
Ursula Röthlisberger | Molecular Dynamics Monte Carlo | Exercise worksheets | Python | https://github.com/lcbc-epfl/mdmc-public | https://go.epfl.ch/MDMC-noto |
| Johanni Brea | Machine Learning for Bioengineers | Interactive textbook
Exercise worksheets | R | https://c4science.ch/diffusion/9511/notebooks-bio322.git | https://go.epfl.ch/bio322-noto |
| Philip Moll | Probability and Statistics for Materials Science | Demonstrations in class
Exercise worksheets | R | https://c4science.ch/source/MSE-213/ | https://go.epfl.ch/MSE213-noto |
Pierre Vandergheynst,
Michaël Defferrard | Network Science and Learning with Graphs | Interactive textbook
Assignments | Python | https://github.com/mdeff/ntds_2019 | https://go.epfl.ch/ntds-noto |
| John Kolinski | Continuum Mechanics | Assignments
Labs, projects | Python | https://gitlab.epfl.ch/kolinski/ME_201 | https://go.epfl.ch/ME201-noto |
Orane Pouchon,
Simone Deparis | Linear Algebra | Interactive textbook | Python | https://c4science.ch/source/jupyter_notebooks_AL/ | https://go.epfl.ch/AL-noto |
| Felix Naef | Dynamical Systems in Biology | Demonstrations in class
Exercise worksheets | Python | https://github.com/MMCBEPFL/supplementary_examples
https://github.com/felixnaef/BIO-341 | https://go.epfl.ch/BIO341-noto |
| Karl Aberer | Distributed Information Systems | Exercise worksheets
Assignments | Python | https://github.com/LSIR/DIS | https://go.epfl.ch/DIS-noto |
| Alexander Mathis | Projects in Informatics for Life Sciences | Exercise worksheets
Labs, projects | Python | https://github.com/EPFL-BIO-210/BIO-210-CourseMaterials | https://go.epfl.ch/BIO-210-noto |
| Robert West | Applied Data Analysis | Exercise worksheets
Assignments | Python | https://github.com/epfl-ada/2021 | https://go.epfl.ch/ADA2021-noto |
| Stefano Mischler | Tribology | Exercise worksheets | Python | https://c4science.ch/source/Tribology_Course_nb/ | https://go.epfl.ch/Tribology-noto |
| Tanja Käser | Machine Learning for Behavioral Data | Exercise worksheets
Assignments
Labs, projects | Python | https://github.com/epfl-ml4ed/mlbd-2022 | https://go.epfl.ch/mlbd-noto |
| Michele Ceriotti | Introduction to Atomistic Modeling | Exercise worksheets
Assignments | Python | https://github.com/ceriottm/iam-notebooks | https://go.epfl.ch/iam-noto |
Carmine Schipani,
Dimitrios Lignos | Structural Mechanics (for Civil Engineering) | Demonstrations in class | Python | https://c4science.ch/diffusion/12408/ | https://go.epfl.ch/CIVIL238-noto |
| Paolo Prandoni | Computers and Music | Interactive textbook | Python | https://github.com/prandoni/COM418/ | https://go.epfl.ch/COM418-noto |
| Yves Revaz | Astrophysics | Library | Python | | |
| Matthieu Wilhelm | Probability and statistics | Interactive textbook
Exercise worksheets | Python, R | https://matthwilhelm.github.io/ProbaStat/intro.html | https://go.epfl.ch/ProbaStat-noto |
| Pierre Vandergheynst, Nicolas Aspert | Matrix analysis | Exercise worksheets
Demonstrations in class | Python | https://github.com/epfl-lts2/matrix-analysis-2023 | https://go.epfl.ch/EE312-noto |
| Paolo Prandoni | Signal processing | Exercise worksheets | Python | https://github.com/LCAV/COM202 | |
| Berend Smit | Molecular simulation | Labs, projects | Python | https://github.com/lsmo-epfl/ch-315 | |
| Lenka Zdeborová | Data analysis for Physics | Exercise worksheets | Python | https://github.com/SPOC-group/phys-231-exercises | |
