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Peyman Noursalehi's Projects

urban-data-science icon urban-data-science

Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.

us-potus-model icon us-potus-model

Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021

vis icon vis

Mapped-based data visualisations, often of London and/or transport/transit.

vowpal_wabbit icon vowpal_wabbit

John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

vqa_demo icon vqa_demo

Visual Question Answering Demo on pretrained model

vrp-solver icon vrp-solver

Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.

vrptw-column-generation icon vrptw-column-generation

A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)

workshop_2014 icon workshop_2014

Files for workshop at Center for Research on Inequalities and the Life Course

xlogit icon xlogit

A Python package for GPU-accelerated estimation of mixed logit models.

youtube-duration-date icon youtube-duration-date

Code and data needed to reproduce The Relationship Between YouTube Video Category and Length of the Video

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