Miriam Seoane Santos's Projects
Bias Auditing & Fair ML Toolkit
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Best PhD thesis in Artificial Intelligence in 2022 - Portuguese Association for Artificial Intelligence (APPIA)
Novo website d'As Raparigas do Cรณdigo
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Short lessons from FAS Informatics coffee hour
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Implementation of data typology for imbalanced datasets.
A generator of multi-dimensional and multi-class imbalanced data, designed to create artificial datasets for the study of data difficulty factors in imbalanced learning.
A multi-view panorama of Data-Centric AI: Techniques, Tools, and Applications (ECAI Tutorial 2024)
Debugging Machine Learning Models with Python, published by Packt
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Fairness Aware Preprocessing Technique using Types of Sensitive class examples
A Density-Based Clustering Fine-Tuning approach for the identification of small disjuncts
A collection of heterogeneous distance functions handling missing values.
O'Reilly book by Matt Harrison. Working with Structured Data in Python
Resources for Machine Learning Pocket Reference
A collection of Open Source Contributions in Learning from Imbalanced and Overlapped Data
The Python Class Overlap Libray (pycol) assembles a comprehensive set of complexity measures associated with the characterization of the Class Overlap problem.
A Python Library for the Generation of Artificial Missing Data
A library for synthetic missing data generation.
Create HTML profiling reports from pandas DataFrame objects
Data Quality assessment with one line of code
Public SDK to interact with the platform, either public or private