Name: Alex G. C. de Sá
Type: User
Company: Baker Institute, UQ, Unimelb
Bio: Postdoctoral Researcher at Baker Heart and Diabetes Institute
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PhD, MSc in Computer Science - UFMG
Twitter: alexgcsa
Location: Brisbane, Australia
Blog: https://sites.google.com/site/alexgcsa/
Alex G. C. de Sá's Projects
Grammar-guided genetic programming (G3P)
Auto-Band: Automated Machine Learning using Bandit-Based Optimization
AutoML for Multi-Label Classification
A collection of research papers and software related to explainability in graph machine learning.
banco-de-precos
BayeshERG Official Repository
This is a CDRUG standard alone package
Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).
Stand Alone version of ConSurf with detailed tutorial - (installation + database + usage)
Context-aware clustering of mixed/categorical data using word embeddings from Stanford's GloVe and t-SNE (for dimensionality reduction) with the k-means clustering algorithm. This serves as the code and implementation for the paper: Context-aware Clustering using Glove and k-Means
Cost-Sensitive Multi-Label Classification
Stratified cross-validation for multi-label classification
A generalization of the scikit-learn pipeline. Can evaluate directed graphs.
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
3D molecular fingerprints
Code and data for paper published at ECADA@GECCO 2024
EpochX
GEOM: Energy-annotated molecular conformations
A package for hierarchical clustering of mixed variables: numeric and/or categorical
Imputation performances