February 2024
Intermediate to advanced
456 pages
12h 6m
French
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CHAPITRE 7 Modèles basés sur l’énergie
Objectifs du chapitre :
• Comprendre comment formuler un modèle énergétique approfondi (EBM).
• Voir comment échantillonner à partir d’un EBM en utilisant la dynamique de Langevin.
• Entraîner votre propre EBM en vous servant de la divergence contrastive.
• Analyser un EBM, notamment en visualisant des instantanés du processus d’échantillonnage de la dynamique de Langevin.
• Découvrir d’autres types de modèles basés sur l’énergie, tels que les machines de Boltzmann restreintes.
Les modèles basés sur l’énergie (que l’on abrège en anglais par EBM, pour energy-based model) constituent une vaste catégorie de modèles génératifs qui empruntent leur principe à la modélisation des systèmes physiques, à savoir que ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.