joaopfonseca Goto Github PK

active-learning

airbnb_analysis

Code for the exploratory analysis of Airbnb data developed for my Master Thesis.

business-cases-20-21

Repository for storing the business cases (i.e., projects) for the NOVA IMS master course Business Cases

business-cases-21-22

Repository for storing the business cases (i.e., projects) for the NOVA IMS master course Business Cases

cluster-over-sampling

Clustering based over-sampling.

data-filtering

Repo used to run experiments on anomally detection/data filtering methods

data-mining-20-21

Data Science and Advanced Analytics - Data Mining Course

data-mining-21-22

Data Science and Advanced Analytics - Data Mining Course

data-mining-22-23

Class materials used for the practical classes of the Msc course Data Mining taught at Nova IMS - Fall 2022/2023

data-mining-23-24

Class materials used for the practical classes of the MSc course Data Mining taught at Nova IMS - Fall 2023/2024

dotfiles

joaopfonseca's dotfiles

dssgsummit2020-challenge

Code for our submission of DSSG Summit 2020 Challenge: Keyboard layout optimization for ALS patients

game-of-recourse

Analysis of algorithmic recourse inspired by John Conway's Game of Life

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

introduction_to_programming

Additional course material for Nova SBE's undergraduate course Introduction to programming

ml-research

A Python library with utilities for Machine Learning research and algorithm implementations

ml-research-feedstock

A conda-smithy repository for ml-research.

phd-thesis

My PhD Thesis - Preprocessing methods for Supervised Learning and Land Use/Land Cover Classification

publications

Repository containing most of the source code (LaTeX, Python, etc.) of all experiments and papers I have been involved with.

python-essentials

Learn Python with Jupyter Notebooks

python_parallel_computing

recourse-over-time

Analysis of multi-agent, multi-step dynamics in an environment informed by algorithmic recourse techniques.

remote_sensing

Repo for remote sensing work

research-learn

Toolbox for reproducible research in machine learning.

social_media_crawler

Social Media Crawler project developed for my Master Thesis.

solve-iwmi

DSSG Solve collaboration with the International Water Management Institute

tourism-management

website for the tourism management project's online report

tourism_telecom

Portuguese tourism analysis using telecom data. Developed for my Master Thesis.