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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

anonymoUUs

Python package to replace identifiable strings in multiple files and folders at once

de-identification
python
text

Python
Jupyter Notebook

Arctic Web Map

Arctic Web Map (AWM) is an Arctic-specific web mapping tool allowing researchers to customize map projections for scientifically accurate visualization and analysis, a function that is critical for arctic research but missing in existing web mapping platforms.

data collection
python
wildlife

Python
JavaScript
CSS
+ 1

AstronomicAL

An interactive dashboard for visualisation, integration and classification of data using Active Learning.

Active Learning
Classification
Data Analysis
+ 11

Python
TeX

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

check-deps

This Python script checks whether a given set of software dependencies is met. This script itself is completely stand-alone and depends only on Python being installed. You may include this script along with a `dependencies.ini` in a project that has a diverse set of dependencies.

Dependency Hell
python
Workflow technologies

Python
CSS
Awk
+ 2

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

dCacheFS

Python file-system interface for dCache storages.

Data
Inter-operability & linked data
Optimized data handling
+ 1

Python
Jupyter Notebook

dhdt

A photohypsometric Python library to estimate glacier elevation change via optical remote sensing imagery

geospatial
Glacier
image
+ 2

Python
TeX

Discuit

Python package with the goal to split datasets (e.g. words defined by several variables) into subsets that are as comparable as possible.

Data
linguistics
python
+ 1

Python
Shell

doc2sentences

A python library to split sentence-wise and convert various document formats to CSV format.

CSV
PDF
python
+ 1

Rich Text Format
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