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simonpf's Projects

arts icon arts

The Atmospheric Radiative Transfer Simulator - SVN mirror

artssat icon artssat

High level interface for the Atmospheric Radiative Transfer Simulator (ARTS).

camels icon camels

Python interface to the CAMELS dataset.

catsndogs icon catsndogs

A public-domain ML dataset with cats and dogs.

chimp icon chimp

The Chalmers Multi-Satellite Precipitation Retrieval

ciprdr icon ciprdr

Reader for CIP particle image files.

ctp_qrnn icon ctp_qrnn

Predicting cloud top pressure from MODIS observations using QRNNs.

d1p icon d1p

A proof of concept for a day-1 precipitation (D1P) product.

datatoolkit icon datatoolkit

Toolkit for reading, writing and conversion of various data formats.

diagrams icon diagrams

Object oriented programming case study.

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

eoviz icon eoviz

Package for visualizing and printing earth observation data and viewing geometries.

gprof_nn icon gprof_nn

Neural-network-based implementation of the Goddard Profiling Algorithm

inverse_theory_exercise_b icon inverse_theory_exercise_b

The second exercise set for the PhD course in inverse theory given at the Department of Earth, Space and Environment at Chalmers University of Technology. Unfortunately math markup doesn't work on github, so please refer to document doc/exercise_b.pdf for details.

invlib icon invlib

Bayesian Methods for Inverse Problems

ipwgml icon ipwgml

Benchmark datasets for assessing satellite-based precipitation retrievals

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