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cfrnet-reproduction

Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causal inference.

checkers-reinforcement-learning

In this project, a working game of checkers is developed in Python, implementing a minimax AI and a reinforcement learning AI agent. The idea is that the RL agent can play against minimax to explore state space and learn best practices. After this initial training setup, we can utilize self learn to further optimize the performance of the RL agent.

dna-damage-cluster-size-investigation

This repository contains Python scripts accompanying my Bachelor thesis in Nanobiology. In this thesis, the validity of Geant4-DNA in simulating DNA damage foci is assessed with the help of experimental irradiated U2OS nuclei.

geneius

Geneius is a powerful command-line tool leveraging Anthropic AI's Claude API to help you search through scientific literature and extract evidence for disease-gene associations.

house-price-prediction-netherlands

interpreting-ml-based-drops

This repository accompanies my research into the interpretability of DNA Damage Repair Outcome Predictors (DROPs). By analyzing these models using interpretability methods, we hope to uncover what features specifically are driving the accuracy of these prediction models.

linear_algebra

Solutions to Linear Algebra Done Right, by Sheldon Axler.

multimodal-drug-discovery

phage-population-dynamics

portfolio-tracker

An aggregating portfolio tracker. This tracker will be able to fetch product id's and prices from DeGiro, Binance and StockX. Consequently, this data can be stored, for example in a .csv file for personal bookkeeping.

pywhatkit

Send WhatsApp message at certain time and many other things.

qatar-genomes

shap

A game theoretic approach to explain the output of any machine learning model.

spotify-top100

The following scripts parses through your own playlist and extracts the most popular songs based on popularity data from Spotify and Genius. If you want to extract the 100 (or any other number) most popular tracks from your favorite playlist, this script can help you!

varipred

This is the repository for the variant impact predictor VarIpred.