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Software Highlights

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ESMValCore

ESMValTool Core: core functionalities and driver for ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in CMIP.

Big data
Optimized data handling
Visualization
+ 1

Python
Jupyter Notebook
HTML
+ 5

GrainLearning

Unsure about the parameters of your grains in a computer simulation? Use Iterative Bayesian Filtering to learn parameter distributions from limited data. Is your model running slowly? Speed up your simulations with machine-learning surrogates. All these features are integrated within GrainLearning.

Bayesian Inference
Data assimilation
Machine learning
+ 2

Jupyter Notebook
Python
PureBasic
+ 1

Scholia

Graphical User Interface around Wikidata that uses SPARQL to collect data

Wikidata

JavaScript
Python
HTML
+ 3

dtscalibration

A Python package to load raw Distributed Temperature Sensing (DTS) files, perform a calibration, and plot the result.

calibration
DTS
fiber optic
+ 1

Python
Jupyter Notebook

GSA report

GSAreport is an application to easily generate reports that describe the global sensitivities of your input parameters as best as possible. You can use the reporting application to inspect which features are important for a given real world function / simulator or model.

Explainable AI
Machine learning
python
+ 1

Python
HTML
CSS
+ 1

DIANNA

Deep Insight And Neural Network Analysis, DIANNA is the only Explainable AI, XAI library for scientists supporting Open Neural Network Exchange, ONNX - the de facto standard models format.

Explainable AI
Image processing
Machine learning
+ 2

Jupyter Notebook
Python
TeX

laserchicken

Toolkit for preprocessing and feature calculation of point clouds created using airborne laser scanning

Big data
Machine learning

Python
Jupyter Notebook

DeepRank2

DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.

Cancer vaccine
Convolutional Neural Network
Deep Learning Framework
+ 5

Python
Jupyter Notebook
TeX
+ 1

BIAS

A toolbox for detecting structural bias in continuous optimization heuristics.

Bias
Metaheuristics
optimization
+ 1

Jupyter Notebook
Python
R

Clustering Geo-data Cubes

Tool to perform cluster analysis of multi-dimensional geospatial data, running on local or distributed systems.

Big data
geospatial
Machine learning
+ 1

Python
Jupyter Notebook
TeX

Cross-perspective Topic Modeling

An application that uses cross-perspective topic modeling to extract topics and opinions from text and provides insight into how they change over time.

Text analysis & natural language processing

Python
Jupyter Notebook
Shell

MapReader

MapReader is an end-to-end computer vision (CV) pipeline for exploring and analyzing images at scale.

computer vision
digital humanities
geospatial
+ 4

Jupyter Notebook
Python
TeX