Itay Ben Dan

TreeModelVis. A versatile Python toolkit for visualizing and customizing tree-based models, including decision trees and ensembles like Random Forests and Gradient Boosting. Designed for easy integration with scikit-learn, TreeModelVis offers enhanced interpretability and detailed visualization capabilities for model analysis and presentation.

iShares_ETF_holdings_downloader. script for downloading iShares ETF holdings

CoverLetterGen. Generator of cover letters and CVs with respect to the project/job description

Kappa-Spike-Detector. Detect critical transitions and instabilities in parameterized dynamical systems using the KL Curvature (κ). This repository provides Python tools to compute κ from empirical distributions and identify significant 'spikes' indicative of system-level changes, rooted in Information Geometry.

StatisticalRebalancing. This repository contains the implementation of various rebalancing strategies for handling imbalanced datasets in binary classification tasks. The focus is on comparing the performance of different imputation methods and evaluating the effectiveness of different rebalancing approaches.