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Software Highlights

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1-12 of 58

ASTRA Toolbox

The ASTRA Toolbox is a Python and MATLAB library of flexible, high-performance GPU-accelerated primitives for 2D and 3D tomography.

CT
GPU
Image reconstruction
+ 4

C++
Cuda
MATLAB
+ 8

1288

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

4CAT Capture & Analysis Toolkit

The 4CAT Capture and Analysis Toolkit provides modular data capture & analysis for a variety of social media platforms. Its goal is to make the capture and analysis of data from these platforms accessible to people through a web interface, without requiring any programming or web scraping skills.

Big data
python
Social media
+ 1

Python
JavaScript
HTML
+ 4

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

SLEPLET

SLEPLET is a Python package for the construction of Slepian wavelets in the spherical and manifold (via meshes) settings.

manifolds
python
slepian functions
+ 2

Python
TeX

LinkAhead

Open Source Research Data Management Software

Data
ETL
Inter-operability & linked data
+ 4

Java
Shell
Python
+ 2

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

ChemSpaX: A Python tool for local chemical space exploration

ChemSpaX is a Python package that can be used for local chemical space exploration of any structure. This is done by placing substuents on a pre-defined skeleton. A substituent can be chosen from an existing library and can be attached to the skeleton.

catalysis
Chemistry
python

Python
Shell

DoE2Vec

DoE2Vec is a self-supervised approach to learn exploratory landscape analysis features from design of experiments. The model can be used for downstream meta-learning tasks such as learninig which optimizer works best on a given optimization landscape.

Machine learning
optimization
python

Python
R
Makefile

WRFpy

WRFpy is a python application that provides an easy way to set up, run, and monitor Weather Research and Forecasting simulations

Data Simulation
python

Python

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

chimp-classifier

The Python package `junglesounds` is a machine learning pipeline for classifying bioacoustic data using machine learning. The pipeline is reusable for other settings and species or vocalization types as long as a certain amount of labeled data has been collected.

audio
Audio processing
bioacoustics
+ 2

Jupyter Notebook
Python
Shell