Hippocampal Segmentation Factory (HSF). A one-liner Deep Learning tool to segment raw T2w (and T1w) MRIs into hippocampal subfields in few seconds. Trained on 700+ manually segmented hippocampi.

• UpdatedNov 17, 2024
• Python

OCaml Random Forests

• UpdatedJan 10, 2023
• OCaml

Classify emotions like happy, fear, neutral, etc. using CNN applying bootstrap aggregation approach

• UpdatedOct 8, 2022
• Jupyter Notebook

Code to reproduce figures of Debeire, K., Runge, J., Gerhardus, A., Eyring, V. (2024). Bootstrap aggregation and confidence measures to improve time series causal discovery

• UpdatedFeb 23, 2024
• Python

Analysis of a dataset using different techniques to train and evaluate models with unbalanced classes, aimed at reducing bias and predicting accurate credit risk.

• UpdatedFeb 3, 2022
• Jupyter Notebook

The project contains an implementation of Bagging Classifier from scratch without the use of any inbuilt libraries.

• UpdatedDec 31, 2023
• Jupyter Notebook

Using deep learning to predict whether students can correctly answer diagnostic questions

• UpdatedOct 22, 2023
• Jupyter Notebook

This Project is an implementation of Decision Trees and Random Forests using bootstrap aggregation(Bagging).

• UpdatedAug 5, 2021
• Python

machine learning regression

• UpdatedApr 3, 2024
• Jupyter Notebook

Data Mining and Predictive Analyst - Fall 2021 - Predictive Modeling, Loss Reduction, Optimization Algorithms, Regularization (Ridge, Lasso, Elastic Net), Dimensionality Reduction, Ensemble Models, Bootstrap Aggregation, Random Forests, Support Vector Machines (SVM), Neural Networks.

• UpdatedNov 6, 2021