kuulia
Aalto University, BSc engineering physics, Master's student in Machine Learning, Data Science and Artificial Intelligence
Pinned Repositories
BESPE-MACCS
A proof-of-concept type demo of the Binary Encoded SMARTS Pattern Enumeration + Molecular aCCess System molecular descriptor developed as part of Bachelor's Thesis: "Molecular descriptor engineering for machine learning predictions in atmospheric science." Includes a toy data set for demonstrative purposes.
gamma_radiation
Project for visualizing gamma radiation spikes of radioactive compounds
magnetic_anisotropy
Python project for studying magnetic isotropy of a magnetic film from hysteresis loop data gathered with Kerr microscopy. Post-processing removes the faraday effect from the experimental data and smooths it using Savitzky-Golay and Gaussian filteration.
probability-based-BOW
Applies probability based bag-of-words model for toxicity classification of social media texts
SMARTS_pattern_enumeration
Part of Bachelor's Thesis: Molecular descriptor engineering for machine learning predictions in atmospheric science. Cheminformatics data generation and analysis of SIMPOL functional groups.
SNLP-project
kuulia's Repositories
kuulia/BESPE-MACCS
A proof-of-concept type demo of the Binary Encoded SMARTS Pattern Enumeration + Molecular aCCess System molecular descriptor developed as part of Bachelor's Thesis: "Molecular descriptor engineering for machine learning predictions in atmospheric science." Includes a toy data set for demonstrative purposes.
kuulia/SMARTS_pattern_enumeration
Part of Bachelor's Thesis: Molecular descriptor engineering for machine learning predictions in atmospheric science. Cheminformatics data generation and analysis of SIMPOL functional groups.
kuulia/probability-based-BOW
Applies probability based bag-of-words model for toxicity classification of social media texts
kuulia/magnetic_anisotropy
Python project for studying magnetic isotropy of a magnetic film from hysteresis loop data gathered with Kerr microscopy. Post-processing removes the faraday effect from the experimental data and smooths it using Savitzky-Golay and Gaussian filteration.
kuulia/gamma_radiation
Project for visualizing gamma radiation spikes of radioactive compounds