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bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

causal-inference

deep_learning_tutorial

This is a PhD level course on Deep Learning. For tutorials, we learn practical skills and discuss relevant details. This github repository contains slide decks and tutorial materials for anyone who would like to learn more about DL.

deeplearning

Deep learning assignments

econometrics

Slides for the PhD level course in Econometrics at the Tinbergen Institute, Amsterdam

leadership

analyzes ABN AMRO data

magenta

Magenta: Music and Art Generation with Machine Intelligence

masters-thesis

This project scrapes data from Twitter and use NLP to predict sexual identity of the users.

nlp

Bibliometric analysis on marketing and AI paper

optimization

This is optimizing traffic control system using smart traffic light system and standard one.

reinforcementlearning

The project reviews clinical trial data with k-armed bandits.

researchheckathon

This project explores hierarchical (agglomerative) link cluster in a social network. linkcomm package is used and please refer to 'link communities reveal multiscale complexity in networks'

sml

Supervised machine learning

socialnetworkanalysis

This is the final project for the course: social network analysis. I analyze a university department network to give suggestions on how to select representatives and promote diversity etc.

unsupervisedml

Basic UML topics: similarity, hierarchical clustering, k-mean clustering etc.