Lectures on Machine Learning Methods for Cosmology

ICTP-SAIFR School on Cosmology

Day 1. Slides. Notebook1. Notebook2. Data

Day 2. Slides. Notebook. Data

Day 3.

Day 4. Slides. Notebook.

Day 5. Slides.

Day 4

• Get a gmail account if you dont have one
• Get a Gemini API key. Go here and click in the link in the first line. Do not share this key with anyone or upload it to GitHub or any other public website.

Preparation for Day 5

• Get a gmail account if you dont have one
• Get a Gemini API key. Go here and click in the link in the first line. Do not share this key with anyone or upload it to GitHub or any other public website.
• Check that your key work. E.g. try it with the CAMELS Agents. Select Gemini-2-flash and write CAMELS section and click select task. If some text is printed your key is active.
• Install Denario

Resources

• Understanding deep learning book

Contact

fvillaescusa@flatironinstitute.org