Pinned Repositories
NERVE
NERVE is an user-friendly software environment for the in silico identification of the best vaccine candidates from whole proteomes of bacterial pathogens. The purpose of this project is to update it, implementing new modules with machine learning based methods, and improving the performance of the already implemented ones.
Automata_Languages_and_Computation_unipd2019_notes
LaTeX notes of Automata, Languages and Computation (Automi, Linguaggi e Computazione) course from Computer Engineering master course at University of Padua, 2019.
Boat_Detector
The purpose of this project is to develop a program that is capable of detecting one or more boats in an image and also to distinguish the case in which there is not any boat... without using deep learning.
chaos_game_representation
A simple Python script to generate the chaos game representation of a DNA sequence.
experiments
This repository contains a variety of small and experimental projects that I’ve worked on to explore different technologies, learn new skills, or simply bring an idea to life.
federated_learning
Library to simulate a distributed learning scenario, with clusters of users that train models minimizing a local cost function, and a server that wants to minimize a global cost function. The aim of the project is to study the tradeoff between local and global accuracy.
heuristics_tsp
Test heuristics (greedy, genetic algorithms...) on Travelling Salesperson Problem. Graphs implemented with NetworkX library.
plugins
Source code of the plugins I've made with JUCE library.
spaan
Model that computes the probability of a protein to be an adhesin. The best predictor you will find for protein sequences ;)
virulent_factor_classification
Model that computes the probability of a protein to be a virulence factor.
nicolagulmini's Repositories
nicolagulmini/plugins
Source code of the plugins I've made with JUCE library.
nicolagulmini/federated_learning
Library to simulate a distributed learning scenario, with clusters of users that train models minimizing a local cost function, and a server that wants to minimize a global cost function. The aim of the project is to study the tradeoff between local and global accuracy.
nicolagulmini/heuristics_tsp
Test heuristics (greedy, genetic algorithms...) on Travelling Salesperson Problem. Graphs implemented with NetworkX library.
nicolagulmini/Automata_Languages_and_Computation_unipd2019_notes
LaTeX notes of Automata, Languages and Computation (Automi, Linguaggi e Computazione) course from Computer Engineering master course at University of Padua, 2019.
nicolagulmini/Boat_Detector
The purpose of this project is to develop a program that is capable of detecting one or more boats in an image and also to distinguish the case in which there is not any boat... without using deep learning.
nicolagulmini/virulent_factor_classification
Model that computes the probability of a protein to be a virulence factor.
nicolagulmini/chaos_game_representation
A simple Python script to generate the chaos game representation of a DNA sequence.
nicolagulmini/spaan
Model that computes the probability of a protein to be an adhesin. The best predictor you will find for protein sequences ;)
nicolagulmini/amazing_graphs
Python scripts to generate "Amazing Graphs", inspired by the Numberphile series.
nicolagulmini/automatic_screenshots
A simple C++ program to take and save (in the default path) a screenshot every 10 minutes in a 1-hour window.
nicolagulmini/balls_and_bins
Exercise 5.4-2 from Chapter 5 Probabilistic Analysis and Randomized Algorithms (Introduction to Algorithms, CLRS)
nicolagulmini/experiments
This repository contains a variety of small and experimental projects that I’ve worked on to explore different technologies, learn new skills, or simply bring an idea to life.
nicolagulmini/bingo
nicolagulmini/Computer_Networks_unipd2021_exercises
nicolagulmini/fractals
nicolagulmini/generalized_coupon_collecting
nicolagulmini/instagram_scripts
nicolagulmini/k-armed_bandit
Python script to implement and analyze a k-armed testbed.
nicolagulmini/kattis
Kattis problems' solutions.
nicolagulmini/MagneticFieldModeling
Real-time magnetic field mapping and interpolation.
nicolagulmini/nicolagulmini
nicolagulmini/reports_and_notes
Reports from university courses' projects.
nicolagulmini/tmhmm.py
A transmembrane helix finder in Python 3.
nicolagulmini/VAE_for_plasma_physics
Project title: "A deep learning approach for data recovery in the Soft X-Ray fusion plasma diagnostics".