Nicola Zomer's repositories
SoundWaveDistortionViaFPGA
Implementation on FPGA of a distortion effect in sound waves called "Overdrive" or "Clipping" as a final project of the couse Management and Analysis of Physics Dataset (mod.A).
Keyword_Spotting
Speech command recognition using the Speech Commands dataset by Google
Koln_Traffic_Regulator_with_Parallel_Computing
Regulation of simulated traffic of the German city of Koln with parallel computing with Dask
3D-Object-Classification
NN architectures for ModelNet40 3D classification with Voxels and PointCloud approaches
InformationTheory-Inference
Bayesian thinking and Information Theory
LaboratoryOfComputationalPhysics_Y4
Repo for the lessons and the exercises of the course Laboratory of Computational Physics, mod. A (data analysis with Python), year 21-22
MachineLearning_Y2122
Machine Learning course assignments, year 21-22
Microbial_Scaling_Laws
Explaining microbial scaling laws using Bayesian inference
TheFormationOfBinaryBlackHoles
Data analysis of a set of simulated binary black holes, with the aim of understanding the differences between the evolution via common envelope and the evolution via stable mass transfer.
ComputationalPhysics_modB
Collection of modern tools and machine learning techniques for data analysis and application in some exercises.
R_AdvStatistics_and_ComplexSystems
Exercises in R of the course Advanced Statistics for Physics Analysis and projects related to the course Statistical Mechanics of Complex Systems, A.Y. 2021/2022.
HumanDataAnalytics
Course on advanced machine learning techniques applied to real world problem within the human data domain
MAPD-B
Code, docker files and databases of the course Laboratory of Big Data Analytics, A.Y. 2021-2022.
NB_for_fake_news_recognition
Implementation of a Multinomial Naive Bayes classifier in R for the classification of social media posts as fake news
NicolaZomer
My personal repository
nicolazomer.github.io
My personal website
Physical_Models_of_Living_Systems
Basic concepts and advanced techniques in modeling living systems
VisionCognitiveSystems
Computer vision and cognitive systems: concepts, methods, and technologies