Luca Nyckees's repositories
zigzag-homology
Zigzag persistence studies the topological behavior of point-cloud data by generalizing the setting of persistent homology. We provide a way to compute by using extended persistence.
climate-forecasting-v4
Statistical Analysis and Data Visualization for Climate Data in Geneva.
data-portfolio
A data science portfolio wrapped as a React app.
diaro-nlp-extension
An extension for Diaro journal app with sentiment analysis output.
environmental-risk
Environmental risk and physical damage function for buildings in Switzerland.
graph-label-propagation
The goal of this project is to implement a graph label propagation method to study and classify image data. The method has the particularity that it combines well with other classifiers to achieve enhanced performance.
machine-learning-basics
In this project, we try the challenge of the Higgs Boson search by implementing from srcatch the standard fundamentals of statistical machine learning.
my-books-app
An app for creating and managing your own bookshelf.
parametric-morse-theory
Exploring he framework of parametric Morse theory, and providing a pipeline that computes the parametric persistence diagrams of a graph (of its clique complex).
roof-image-segmentation
A model built to segment satellite images of building roofs.
topology-metric
We implement the computation of linear integral sheaf metrics through topological optimization machine learning. We present applications to image analysis.