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CrowdED

CrowdED is a two-staged statistical guideline for optimal crowdsourcing experimental design in order to a-priori estimate optimal workers and tasks' assignment to obtain maximum accuracy on all tasks.

Citizen Science
Crowdsourcing
Data Simulation

Python
R
Dockerfile

cudawrappers

The cudawrappers library is a C++ wrapper for the Nvidia C libraries such as the CUDA driver, NVRTC, and cuFFT.

accelerators
CUDA
GPU

C++
CMake
Python
+ 1

cvasl

This library allows exploration and analyses of neuroimaging datsets. The software was developed to allow implementation of multiple large data harmonization and machine learning algorithms over neuroradiology datasets. The core algorithms are implemented in Python.

Jupyter Notebook
Python
R
+ 3

cwltool

The reference implementation of the Common Workflow Language standards

CommonWL
CWL
SciWorkflows

Python
Common Workflow Language
Shell
+ 4

CWRC-Writer

An in-browser text markup editor for collaborative editing of scholarly projects.

LOD
named entity linking
named entity Recognition
+ 3

JavaScript
CSS
Less
+ 2

Data Processing (What Works When for Whom)

Data processing scripts for the project What Works When for Whom

Jupyter Notebook
Python
Shell

DataStream

DataStream is a powerful online platform for sharing information about freshwater health. It is open access and built with communities, policy-makers and researchers in mind.

Water quality
watersheds

Democracy Datasets

Sentence-wise split datasets of country reports in CSV format

CSV
dataset

Democracy Scraping Tool

A scraping tool to scrape various sources of country reports.

scraping

Python

Democracy text classification

LLM transfer learning to classify country reports into democracy dimensions.

fine-tuning
llm
transfer learning

Jupyter Notebook
Python

Democracy Topic Modelling

Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.

BERT
dictionary
Topic Modelling

Jupyter Notebook
Python

DG_RoomAcoustics

DG_RoomAcoustics is an open-source python-based software for room acoustics using the time-domain wave-based method. It implements the nodal discontinuous Galerkin method for spatial discretization of the linear acoustic equations, integrated over time with explicit schemes.

Acoustics
High performance computing
python

Python