Sarem Seitz's repositories
sample_notebooks
Loose collection of Jupyter notebooks, mostly for my blog
quarto_paywall
POC paywall for quarto blogs
polynomial_boosting
Gradient Boosting with Polynomial Regression CART stumps
AdvancedBoosting.jl
Non standard gradient boosting models - experimental
ExplainableGPs
https://arxiv.org/abs/2205.12797
ProbabilisticDemandForecast
Repo for my blogpost on probabilistic demand forecasting
ReinforcementLearning
Julia implementation of RL algorithms
MANN
Memory Augemented Neural Networks
PieceWiseGP
https://arxiv.org/abs/2204.10575
BayesLinearRegression
Collaborative project in R Markdown (German documentation; no Readme)
DistanceCorrelations
(Blogpost) Implementation of Distance Correlation (https://en.wikipedia.org/wiki/Distance_correlation) with some twists.
Genetic-Random-Forest
Some C++ experimentation on a highly customized Random Forest model whose trees are built by a Genetic Algorithm instead of Greedy Search.
kubernetes_setup.sh
Installation scripts for kubernetes via kubeadm
LNI
A LaTeX class for submissions to the “Lecture Notes in Informatics” (LNI) published by the German “Gesellschaft für Informatik” (GI)
MediumBlogPosts
Collection of notebooks and scripts used for my blogposts on medium
notes
my dev notes
PortfolioOptim.jl
Portfolio Optimization with Julia
psi-thesis-guide
Guidelines for creating a high-quality scientific thesis with tips and examples for layout, figures, and tables
Theory
Data Science and Machine Learning theory
trading-infra
Config files for personal trading/stock analysis platform
vimtmux
Vim/Tmux personalizations
WorldModel
World Models in Julia