Machine learning classroom

@mlclassroom

18 tuit
2.3.1 What is a finite automaton?
Sciences formelles & physiques Informatique & Cybersécurité
FR

2.3.1 What is a finite automaton?

Machine learning classroom
18 min
★ ★ ★ ★ ☆ 4/5
Automate FiniThéorie Des LangagesInformatique Théorique
What is an explanation in machine learning?
Sciences formelles & physiques IA — Modèles & Recherche
FR

What is an explanation in machine learning?

Machine learning classroom
13 min
★ ★ ★ ★ ☆ 4/5
ExplicabilitéIAApprentissage Automatique
Shapley Additive Explanations (SHAP)
Sciences formelles & physiques IA — Modèles & Recherche
FR

Shapley Additive Explanations (SHAP)

Machine learning classroom
20 min
★ ★ ★ ★ ☆ 4/5
SHAPIA ExplicableThéorie Des Jeux
Intrinsically interpretable models
Sciences formelles & physiques IA — Modèles & Recherche
FR

Intrinsically interpretable models

Machine learning classroom
14 min
★ ★ ★ ★ ☆ 4/5
InterprétabilitéModèles LinéairesArbres De Décision
Counterfactual explanations
Sciences formelles & physiques IA — Modèles & Recherche
FR

Counterfactual explanations

Machine learning classroom
11 min
★ ★ ★ ★ ☆ 4/5
IA ExplicableContrefactuelsRecourse
Graph Sample and Aggregate: GraphSAGE
Sciences formelles & physiques IA — Modèles & Recherche
FR

Graph Sample and Aggregate: GraphSAGE

Machine learning classroom
12 min
★ ★ ★ ★ ☆ 4/5
GraphSAGEGraph Neural NetworksGCN
Graph Neural Networks: what are they?
Sciences formelles & physiques IA — Modèles & Recherche
FR

Graph Neural Networks: what are they?

Machine learning classroom
14 min
★ ★ ★ ★ ☆ 4/5
Graph Neural NetworksDeep LearningApprentissage Automatique
Graph Neural Networks: message passing
Sciences formelles & physiques IA — Modèles & Recherche
FR

Graph Neural Networks: message passing

Machine learning classroom
12 min
★ ★ ★ ★ ☆ 4/5
Réseaux De Neurones Pour GraphesMessage PassingApprentissage Automatique
Graph Convolutional Networks
Sciences formelles & physiques IA — Modèles & Recherche
FR

Graph Convolutional Networks

Machine learning classroom
17 min
★ ★ ★ ★ ☆ 4/5
GCNGraphesRéseaux De Neurones
Graph Attention Networks (GAT)
Sciences formelles & physiques IA — Modèles & Recherche
FR

Graph Attention Networks (GAT)

Machine learning classroom
10 min
★ ★ ★ ★ ☆ 4/5
Graph Attention NetworksGATDeep Learning
Representation learning
Sciences formelles & physiques IA — Modèles & Recherche
FR

Representation learning

Machine learning classroom
25 min
★ ★ ★ ★ ☆ 4/5
Representation LearningTransfer LearningSelf-Supervised Learning
Autoencoders
Sciences formelles & physiques IA — Modèles & Recherche
FR

Autoencoders

Machine learning classroom
16 min
★ ★ ★ ★ ☆ 4/5
AutoencodeurApprentissage Non SuperviséRéduction De Dimensionnalité
Pruning decision trees
Sciences formelles & physiques IA — Modèles & Recherche
FR

Pruning decision trees

Machine learning classroom
22 min
★ ★ ★ ★ ☆ 4/5
Arbre De DécisionÉlagageSurapprentissage