molecular-data

Reproducible cleaning and standardization of SMILES-based chemical datasets

R is nowadays probably the most powerful tool for calculations of all kinds. There are plenty of modules available for work with molecular data. Those will be introduced during the course.

Multimodal Integration with Modality-agnostic Autoencoders - Developed by LMIB @ KU Leuven

A Python package for diagnostic assessment of data consistency in molecular datasets

A small utility for parsing PDB files into useable JSON

This is the data repository for the Astrochemistry Low-energy electron Cross-Section (ALeCS) database. This database presents electron-impact cross sections and molecular data relevant for electron ionization processes.

Supplementary material for the paper The Visual Story of Data Storage: From Storage Properties to User Interfaces, by Aleksandar Anžel, Dominik Heider, and Georges Hattab

CSV templates for preparing molecular data submission via GFBio

Fortran code to investigate the Thermodynamics of PAH stepwise-hydrogenation reaction

A collection of the Chemical JSON files ive made

Curated chemistry and medicinal chemistry datasets for machine learning drug discovery.

research prototype for detecting early-warning patterns in longitudinal clinical, biomarker, and molecular data using AI/ML. HMEWS learns individual health trajectories, identifies abnormal multi-marker changes, and supports early risk detection research.

This is the main data repository for the Astrochemistry Low-energy electron Cross-Section (ALeCS) database. This database presents electron-impact cross sections and molecular data relevant for electron ionization processes.

Explainability study of Graph Neural Networks for fraud detection (DGraphFin) and molecular property prediction (B-XAIC), using multiple GNN explainers.

Open Babel workflow for molecular file conversion, optimization, and cheminformatics analysis.

⌬ Predictive Modeling of Pharmacological Activites