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advancedboosting.jl

Non standard gradient boosting models - experimental

bayeslinearregression

Collaborative project in R Markdown (German documentation; no Readme)

blog

distancecorrelations

(Blogpost) Implementation of Distance Correlation (https://en.wikipedia.org/wiki/Distance_correlation) with some twists.

explainablegps

https://arxiv.org/abs/2205.12797

ganns

(Blogpost) Generalized Additive Neural Networks

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)

mann

Memory Augemented Neural Networks

mediumblogposts

Collection of notebooks and scripts used for my blogposts on medium

notes

my dev notes

piecewisegp

https://arxiv.org/abs/2204.10575

polynomial_boosting

Gradient Boosting with Polynomial Regression CART stumps

portfoliooptim.jl

Portfolio Optimization with Julia

presentation

probabilisticdemandforecast

Repo for my blogpost on probabilistic demand forecasting

psi-thesis-guide

Guidelines for creating a high-quality scientific thesis with tips and examples for layout, figures, and tables

quarto_paywall

POC paywall for quarto blogs

reddit_sentiment_dashboard

reinforcementlearning

Julia implementation of RL algorithms

rulefit

This was a project for numbersandcode.com- find the post at the link in the description.

sample_notebooks

Loose collection of Jupyter notebooks, mostly for my blog

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