Francesco Patane, MSc's repositories
DeepFRI
Deep functional residue identification
Hidden_Markov_Models
Hidden markov models implementation tutorials
Distributed_drug_discovery_project
The scope of the project is to create a public and easy to access repository containing a vast coort of similarity-based drug discovery models.
ThermoNet
ThermoNet is a computational framework for quantitative prediction of the impact of single-point mutations on protein thermodynamic stability. The core algorithm of ThermoNet is an ensemble of deep 3D convolutional neural networks.
Bioactivity-prediction-with-ML
Create a bioactivity prediction model using molecular descriptors (PADEL) and supervised machine learning (ML).
Bioinformatics-tools
simple bioinfomatics tools
Molecular-dynamics-with-NAMD
Perform molecular dynamics experiments (MD) with NAMD on colab
fasta-reader-proteins
An easy fragment of code to read in fasta format files
tmhmm.py
A transmembrane helix finder in Python 3 modified to better adapt with NERVE and eNERVE environment
iFeature
iFeature is a comprehensive Python-based toolkit for generating various numerical feature representation schemes from protein or peptide sequences. iFeature is capable of calculating and extracting a wide spectrum of 18 major sequence encoding schemes that encompass 53 different types of feature descriptors. Furthermore, iFeature also integrates fi
biofx_python
Code for Mastering Python for Bioinformatics (O'Reilly, 2021, ISBN 9781098100889)