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ashrae

atomstalker

atomtoolbox

Toolbox for post-processing atomistic simulations using scikit-learn.

bcg

First steps using Bayesian causal graphical models.

bundestag

Inspecting and modelling Bundestag (german federal parliament) voting behavior

comparing_samplers_on_mnist

Comparing the effect of samplers in imbalanced-learn on a classification task over MNIST.

docarray-cell-output-issue

empiricalpotentialtrainer

How to train your empirical potential.

etl-with-metaflow

The bare minimum to create an csv -> parquet ETL using metaflow.

eu-parliament-votes

Parsing and visualising votes in the EU parliament

fastai_course

A collection of notebooks from going through the fast.ai course on deep learning.

gbpy

GBpy is an opensource python package for calculating the geometric properties of interfaces in crystals.

gen

machine_learning_project_template

setting up some tools I find useful. The start template was hermione

molecular-dynamics

molly.jl

Molecular simulation in Julia

python-with-rust

A simple experiment to call rust from python.

random-ml-models

"What I cannot create, I do not understand"

random-neural-net-models

Implementations of a random selection of artificial neural net based models and methods.

random-tree-models

My implementation of a random selection of tree based models.

rvms

Tools to play around with Relevance Vector Machines (RVMs).

simple-rust-cli

This repository is a template to develop a rust-based cli tool and create binaries using github cicd with each release for a range of operating systems and rust releases.

singlecrystal.jl

Building single crystal structures easily

surrealweather

Answers the question "How much weather will there be in the future?".

tabular_experiments

textract-cli

CLI for running files through AWS Textract

thinkstats

Random bits of basic statistics I found interesting to implement going through the book Think Stats by Allen B. Downey.