Name: Patrick Altmeyer
Type: User
Company: Delft University of Technology
Bio: PhD Candidate in Trustworthy Artificial Intelligence at Delft University of Technology working on Counterfactual Explanations and Probabilistic Machine Learning
Location: Netherlands
Blog: https://www.patalt.org/
Iām a PhD Candidate in Trustworthy Artificial Intelligence at Delft University of Technology working on the intersection of Computer Science and Finance. My current research revolves around Counterfactual Explanations and Probabilistic Machine Learning. Previously, I worked as and Economist for the Bank of England.
I code mostly in Julia and lead development of the Taija package ecosystem for Trustworthy AI in Julia.
If you want to find out more about my work or get in touch:
2022-probai
artifactutils.jl
A tool for package developers for working with artifacts.
bib
A repo containing a .bib file with the sole purpose to be used as a submodule in other repos.
blog
This repo contains all the code that builds my blog.
bse-summer-school-2023
Repo I used for BSE School on Statistical Machine Learning
carla
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
causal_inference
A repo containing course work from an econometrics module focused on causal inference.
clustering
A performance comparison of two clustering methods - K-means and MST.
conditionaldists.jl
Conditional probability distributions powered by DistributionsAD.jl
counterfactual-explanations-student-project
dag
A simple module for Directed Acyclical Graphs (DAG). Given a DAG we develop a simple algorithm that identifies all valid adjustment sets.
dailytreasuryyieldcurve.jl
Julia package for getting US Treasury yield curves
deepvars
Vector Autoregression augmented with deep learning.
deepvarsmacro
degiroapi
[FORK] An unofficial API for the trading platform Degiro, with the ability to get real time data and historical data
dotfiles
Stores my config files (e.g. .zshrc, .vimrc, ...)
easyfit.jl
Easy interface for obtaining fits for 2D data
eccco.jl
education_stats
Small shiny app that makes a subset of World Development Indicators (WDI) related to education and provided by the World Bank readily available.
emalgorithm
An application of the EM algorithm and Bayesian inference coded from scratch to a simple multilevel regression model as in Gelman, Hill (2007).
endogenous-macrodynamics-in-algorithmic-recourse
Repository for "Endogenous Macrodynamics in Algorithmic Recourse" (Altmeyer et al., 2023)
explanations-by-minimizing-uncertainty
Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"
flux.jl
Relax! Flux is the ML library that doesn't make you tensor
fromscratch
A book that collects in a structured manner any ideas, notes, exercises and code that I come across as a student of data science. Work-in-progress.
fromscratchr
Package accomponying fromScratch GitBook.
general
The official registry of general Julia packages
generativemodels.jl
Generative Models with trainable conditional distributions in Julia!
intro_dgm
An Introduction to Deep Generative Modeling: Examples
jprobml
Julia code for Probabilistic Machine Learning
julia-deeplearning
A course repository to follow along fast.ai using Julia!
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ā¤ļø Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
