Monday, June 26, 2023
Time | Event | |
10:00 - 12:00 | Welcome - Welcome of the participants and presentation of the school | |
12:00 - 14:00 | Lunch | |
14:00 - 15:30 | Introduction to Astro Data - A. Schaaff | |
14:00 - 15:30 | › Introduction aux données astrophysiques - André Schaaff, CDS | |
15:30 - 16:00 | Coffee break | |
16:00 - 17:30 | TP : Astro Data - André Schaaff [Centre de Données astronomiques de Strasbourg] | |
18:00 - 19:00 | Cocktail | |
19:30 - 20:30 | Dinner |
Tuesday, June 27, 2023
Time | Event | |
07:30 - 08:30 | Breakfast | |
08:30 - 10:00 | Machine Learning: Data preprocessing - Valérie Gautard [Commissariat à l'Energie Atomique] | |
08:30 - 10:00 | › Machine Learning - pré traitement - Valerie Gautard, CEA- Saclay | |
10:00 - 10:30 | Coffee break | |
10:30 - 12:00 | Machine Learning: Automatic Classification - Valérie Gautard [Commissariat à l'Energie Atomique] | |
10:30 - 12:00 | › Machine Learning - Classification - Valerie Gautard, CEA- Saclay | |
12:00 - 14:00 | Lunch | |
14:00 - 17:30 | TP : Machine Learning - Valérie Gautard [Commissariat à l'Energie Atomique] | |
19:30 - 20:30 | Dinner |
Wednesday, June 28, 2023
Time | Event | |
07:30 - 08:30 | Breakfast | |
08:30 - 10:00 | Introduction to MLOps - Alexandre Boucaud [Laboratoire AstroParticules et Cosmologie] | |
08:30 - 10:00 | › Introduction au MLOps - Alexandre Boucaud, APC - Cosmologie | |
10:00 - 10:30 | Coffee break | |
10:30 - 12:00 | TP - MLOps - Alexandre Boucaud [Laboratoire AstroParticules et Cosmologie] | |
12:00 - 14:00 | Lunch | |
14:00 - 16:00 | TP - MLOps - Alexandre Boucaud [Laboratoire AstroParticules et Cosmologie] | |
16:00 - 20:00 | Excursion | |
19:30 - 20:30 | Dinner |
Thursday, June 29, 2023
Time | Event | |
07:30 - 08:30 | Breakfast | |
08:30 - 10:00 | Deep Learning : Introduction neural networks - Françoise Bouvet [Laboratoire de physique des 2 infinis] | |
08:30 - 10:00 | › Deep Learning - Réseaux de neurones - Françoise Bouvet, Laboratoire de Physique des 2 Infinis Irène Joliot-Curie | |
10:00 - 10:30 | Coffee break | |
10:30 - 12:00 | Deep Learning : Convolutional networks - Françoise Bouvet [Laboratoire de physique des 2 infinis] | |
10:30 - 12:00 | › Deep Learning - Réseaux convolutifs - Françoise Bouvet, Laboratoire de Physique des 2 Infinis Irène Joliot-Curie | |
12:00 - 14:00 | Lunch | |
14:00 - 17:30 | TP : Deep Learning - Françoise Bouvet [Laboratoire de physique des 2 infinis] | |
19:30 - 20:30 | Dinner | |
20:30 - 22:30 | Olympiad AstroInfo 2023 |
Friday, June 30, 2023
Time | Event | |
07:30 - 08:30 | Breakfast | |
08:30 - 10:00 | Deep Learning : Normalizing flows - Justine Zeghal [Laboratoire AstroParticules et Cosmologie] | |
08:30 - 10:00 | › Normalizing flows - Justine Zeghal, APC - Cosmologie | |
10:00 - 10:30 | Coffee break | |
10:30 - 12:00 | TP: Normalizing flows - Justine Zeghal [Laboratoire AstroParticules et Cosmologie] | |
12:00 - 14:00 | Lunch | |
14:00 - 15:30 | TP: Normalizing flows - Justine Zeghal [Laboratoire AstroParticules et Cosmologie] | |
15:30 - 16:30 | Scool summary - end of the 1st week | |
19:30 - 20:30 | Dinner |