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Alexander Kuhn-Regnier's Projects

bad_primes icon bad_primes

A horrible implementation of prime numbers generator.

book icon book

pyproblems Jupyter Book

bounded-rand-walkers icon bounded-rand-walkers

Numerical investigation of bounded random walks, including the reconstruction of the intrinsic step distribution (that would be observed in unbounded space) from the observed, empirical step distribution within a convex geometry.

clean_ipynb icon clean_ipynb

Clean .ipynb inplace by clearing output and formatting the code with isort and black :sunflower:

era5analysis icon era5analysis

Download and analyse ERA5 data from the Climate Data Store.

fuel-build-up icon fuel-build-up

Analysis of remote sensing data related to fuel build-up using machine learning models to diagnose dominant controls of burnt area.

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

iris icon iris

A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data

just icon just

🤖 Just a command runner

numericalfunctions icon numericalfunctions

Some functions written in Numba. These can often be faster than numpy in certain situations. And if not, they can still be worth using in other Numba functions as they will allow nopython=True mode to be maintained.

numpy icon numpy

The fundamental package for scientific computing with Python.

pix-plot icon pix-plot

A WebGL viewer for UMAP or TSNE-clustered images

projectb icon projectb

Computational Physics Project B - project B2, modelling electric fields - solving the laplacian

rulefit icon rulefit

Python implementation of the rulefit algorithm

salib icon salib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

spotpy icon spotpy

A Statistical Parameter Optimization Tool

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