/SberDL

DL course from Sber

Primary LanguageJupyter Notebook

Alt text

Practial deep learning tasks in Risk Modelling

Authors of course:

Homeworks

  • HW1 | Intro to Keras, Notebook / Pytorch, Notebook
  • HW2 | Gradient computation and backprop, Folder
  • HW3 | Feature Engineering and Preprocessing for tabular data and logging, Notebook
  • HW4 | Custom realization of DeepFM network, Folder
  • HW5 | Custom realization of TabNet network with hydra configs, Folder
  • HW6 | Antifraud, User prediction by RNN and CNN models on sequences of transactions, Folder