paulhosek Goto Github PK

agent_based_modeling

Agent-based-model of the energy economy in the EU.

bachelors_thesis

Predicts learning using a poisson point-process model and maximum likelihood estimation.

complexsystemsimulation

Percolation and spatial pattern emergence of melt ponds using a Cellular Automata and Ising model.

cs_assignment

Minimalistic homework for the "Efficient toolbox of the Computational Scientist" lecture.

datamining

edda

evoman_solution

Multi-Objective Covariance Matrix Adaptation Evolutionary Algorithm to beat MegaMan II.

geometricdl

Manifold curvature-based sampling layers for PointNet++

latent_variable_analysis

many-core-processing

Experiments with pthreads, Intel AVX vector instructions, openMP and graphics card programming in CUDA.

mcm_classifier

Classifier based on Minimally Complex Models (MCM)

mesa-schelling-example

This is an example of a stand alone model, not located inside the Mesa repo.

numpy

The fundamental package for scientific computing with Python.

paulhosek.github.io

website

pytorch-gat

Aleksa Gordic's implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

queueingtheory

seminarssept

simulated-annealing

Simulated Annealing algorithm finding minimum energy configuration of particles in a circle.

stochastic_simulation

us_police_bias

This is an interactive map-plot of the United States of America, attempting to illustrate police bias in fatal encounters based on race, gender and age of the victim.