Pytorch tutorial: Collaborative filtering
Deep Learning DIY by Marc Lelarge / marc_lelarge
noterbook: https://dataflowr.github.io/website/m...
0:00 Collaborative filtering
6:50 Movielens dataset: data wrangling with pandas
11:36 Test/train split with sklearn
13:51 The dot model neural network
19:03 Checking your model
21:19 Coding the training loop
21:49 Checking your training loop
23:27 FactorizationModel: a deep learning framework
27:36 Checking your FactorizationModel
30:55 Sorting the movies
33:00 PCA of movies embeddings
36:40 The SPOTLIGHT lib
Lesson 5 (part1): • Pytorch tutorial: Embedding layers and dat...
full course: https://www.dataflowr.com/
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