/espci-idl-homework

Final homework for the Introduction to Deep Learning module at ESPCI Paris.

Primary LanguageJupyter Notebook

Introduction to Deep Learning Module, ESPCI Paris-PSL, Final Homework

This repository contains the final homework for the IDL module at ESPCI Paris-PSL.

The DeepNovoV2_Notebook.ipynb Jupyter notebook is a re-implementation of the DeepNovoV2 model by Qiao et al.. The smbp_deepnovov2_tools.py Python module contains helper functions to facilitate the generation of input files for DeepNovoV2, from any MGF file and the associated Mascot XML result files. The generate_input_deepnovov2.ipynb Jupyter notebook demonstrates the use of the module.

Authors

  • Simon Chardin
  • Samuel Diebolt