Benedek Harsanyi's Projects
EPFL Applied Data Analysis project, investigating the correlation between quotes about movies made by people in news articles, IMDB rating and movie box office revenue.
EPFL Applied Data Analysis homework based on the article http://datacolada.org/98.
My attempt to solve daily exercises from https://adventofcode.com/.
Adaptive Hybrid Feature Selection (AHFS)
Repository for my journey with reinforcement learning
tiny machine learning library written in Rust
EPFL FIN404 Derivatives Project on convertible bonds
EPFL CS-450 Advanced Algoritmhs C++ implementations
Transformer network capable of cloning a supervision policy on Dial-a-Ride problem instances.
The Dial-a-Ride vehicle routing problem, using Transformer network, supervised learning and reinforcement learning.
Repository for Stochastic Calculus homework assignments.
Formula 1 laptimes and results visualizations & webscraping with Beautiful Soup
GCN models for my bachelor thesis using PyTorch Geometric.
My personal website
Swift library to programmatically generate Markdown output and files
EPFL Markov Chains and Algorithmic Applications project on community detection using Monte Carlo methods.
EPFL Machine Learning project on Higgs boson recognition using data from proton collisions. (CERN)
Snippets and programs from the Parallel Programming lectures.
Python Development Workflow for Humans.
EPFL Financial Big Data project: Cluster and RMT analysis for portfolio optimization
Graph Neural Network Library for PyTorch
- a visual data story on movies, quotes and success.
EPFL Systems for data science project Milestone1: Personalized Movie Recommendation using knn with Scala/Spark
EPFL Systems for data science project Milestone 2: Optimizing, Scaling and Economics of Movie Recommender system with Scala Breeze
scikit-learn: machine learning in Python
Code to accompany Advanced Analytics with Spark from O'Reilly Media
EPFL Systems for data science programming assignment