All software
DataFlow
A comprehensive framework for automated data processing and manual postprocessing, including quality control and flagging. Modular and extensible design allows to create customizable pipelines and monitor their performance throughout the data lifecycle.
- data managment
- Data Visualization
- Pipeline
- + 2
- TSX
- Python
- TypeScript
- + 2
DataLad Container extension
This DataLad extension package equips DataLad's run/rerun functionality with the ability to transparently execute commands in containerized computational environments. On re-run, DataLad will automatically obtain any required container at the correct version prior execution.
- DataLad
- data managment
- Workflow Execution
- Python
- Shell
- Makefile
- + 2
DataLad NEXT extension
This DataLad extension is a staging area for add-ons, for performance upgrades, and user experience improvements. Unlike other topical extensions, the focus is on functionality with broad applicability.
- data distribution
- DataLad
- data management
- Python
- Shell
- Batchfile
- + 2
Data Processing (What Works When for Whom)
Data processing scripts for the project What Works When for Whom
- ("Jupyter Notebook")
- (Python)
- (Shell)
datasalad
A Python library for working with data in the vicinity of Git and git-annex. A focus is efficient communication with subprocesses, which read and produce data in some format.
- DataLad
- git
- git-annex
- + 1
- Python
- Jinja
- Batchfile
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
DeBCR
DeBCR is a sparsity-efficient deep learning framework for denoising, deblurring, and deconvolving fluorescence microscopy images. Using the m-rBCR model, it restores structural details and improves resolution. It is available as a Python package and napari plugin for efficient image restoration.
- deblurring
- deconvolution
- Deep Learning
- + 3
- Python
- Jupyter Notebook
DeepLOKI
DeepLOKI is an AI-based software that uses deep learning to classify zooplankton species from high-resolution images, improving research efficiency by enabling faster and more accurate onboard image analysis in marine science.
- Data analysis
- Earth & Environment
- Machine learning
- + 2
- Python
DeepTrees🌳
Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch
- Deep Learning
- Earth & Environment
- open source
- + 3
- Jupyter Notebook
- Python
- Shell
- + 1
DEMACRO
DEMACRO provides a suite of specialized models that use diverse methodologies for forecasting, scenario analysis, and macroeconomic projections.
- ESD
- ESD - Topic 1
- Python
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)