Riproduzione automatica
Completamento automatico
Lezione precedente
Completa e continua
Machine Learning Explanations: LIME
Indice
Prediction Models geometrico (8:34)
Algoritmi Interpretabili I (2:37)
Algoritmi Interpretabili II (1:45)
Paradigmi Explanations (5:11)
Surrogates (3:17)
Model Agnostic I (2:52)
Model Agnostic II (3:55)
Notebook I (6:30)
Notebook II (3:23)
Notebook III (1:42)
LIME I (0:59)
LIME II (7:16)
LIME III (5:56)
LIME IV (2:16)
Miscellaneous I (1:21)
Miscellaneous II (4:20)
Miscellaneous III (3:28)
Miscellaneous IV (1:17)
Miscellaneous V (2:28)
Generation Step (8:36)
Weighting Step (2:39)
Local Model Step (7:55)
Recap (2:30)
Notebook IV (13:55)
Instability I (5:20)
Instability II (3:38)
DLIME (5:32)
Locality (3:32)
OptiLIME (22:16)
Notebook OptiLIME (45:29)
Word Embedding (12:10)
Cosine Similarity I (4:39)
Cosine Similarity II (2:38)
LIME Text I (5:59)
LIME Text II (16:00)
Notebook LIME Text I (3:11)
Notebook LIME Text II (8:40)
Superpixels (18:58)
LIME Images (7:35)
Notebook LIME Images (9:49)
Final Project
Final Project (5:09)
Teach online with
Instability I
Contenuto della lezione bloccato
Se sei giĆ iscritto,
devi effettuare il login
.
Iscriviti a Corso per sbloccarlo