florianst Goto Github PK

blackfriday

Data Science investigations on the Black Friday dataset using Extreme Gradient Boosting

caster

Prediction of Cas9-induced DSB repair using thermodynamic features

connect4

reinforcement learning on the Connect 4 game, involving computer vision

connect4-vision

computer vision implementation for board state detection in the game Connect4

counterdiabatic

simulate efficient spatial translation of dipole-trapped atom clouds using counterdiabatic driving protocols

crisprsql

PHP online database for gene editing off-target studies

datascience_side

Data science side projects

derivativefreenn

derivative-free NN optimiser using MCMC algorithms

dl-offtarget

fashionanalysis_public

Sales prediction on real-world data using XGBoost and lightgbm. Sample digital consultancy project

fractaldim_proteininteract

calculate the topological dimension of protein interaction networks (active CI)

picrispr

CRISPR/Cas9 off-target prediction using physically inspired features

quantfin

Quant finance side projects: calculation of volatility surfaces from option chain data, LSTM time series prediction

reverse_heatmap

reverse-engineer a heatmap image

scrape_calendar

Web scraping using BeautifulSoup

transmission-bottleneck

Inferring infection bottleneck sizes from viral transmission data

traploading

ODE solvers simulating the loading of atoms into a combined magnetic and optical dipole trap