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0. Harmony - This package is a natural language processing (NLP) library that allows users to access large language models and use them to compare datasets where variable names are in unstructured text form. The target users are often academic researchers in the social sciences, such as psychology/mental health. We are actively recruiting contributors. We have an existing Python library also.
The source code is at: https://github.com/harmonydata/harmony_r
The web front-end of the tool is at: https://harmonydata.ac.uk/
What does Harmony do?
* Psychologists and social scientists often have to match items in different questionnaires, such as "I often feel anxious" and "Feeling nervous, anxious or afraid".
* This is called harmonisation.
* Harmonisation is a time consuming and subjective process.
* Going through long PDFs of questionnaires and putting the questions into Excel is no fun.
* Enter Harmony, a tool that uses natural language processing and generative AI models to help researchers harmonise questionnaire items, even in different languages.
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Registered: 2025-02-13 10:40 |
1. Calculate effective number of clusters. - effClust package calculates the "effective number of clusters" developed by Carter, Schnepel, and Steigerwald (Review of Economics and Statistics, 2017).
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Registered: 2022-08-26 21:27 |
2. Cytangle - Analyze single cell mass cytometry data
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Registered: 2016-10-26 12:51 |
3. OMOP CDM tidyverse tools - Small utility packages for working with electronic health record data stored in OMOP Common Data Model databases using tidyverse tools such as "dbplyr".
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Registered: 2020-06-13 11:59 |
4. rGEDI - rGEDI: NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing
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Registered: 2020-03-12 20:57 |
5. Tools for Uplift Modeling - The R Package tools4uplift integrates some tools for exploring and modeling uplift. The content can be separated into the following steps of statistical modeling: quantization, visualization, model selection and model validation.
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Registered: 2018-08-31 21:23 |
6. Non-Interactive Spatial Tools for Raster - S3 classes and methods for manipulation with georeferenced raster data: reading/writing, processing, multi-panel visualization.
This is deprecated version with compiled binaries. Actual sources are at GitHub: https://github.com/nplatonov/ursa. See CRAN for binaries.
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Registered: 2017-03-17 09:29 |
7. Species Distribution Modelling - sdm is an extendable framework to develop species distributions models using individual and community-based approaches, generate ensembles of models, evaluate the models, and predict species potential distributions in space and time.
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Registered: 2014-05-26 16:09 |
8. crop - The package crop provides an interface to system tools (on Unix-like operating systems) to crop graphics.
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Registered: 2015-10-18 18:40 |
9. mvabund: multivariate analysis 4 ecology - A set of tools for displaying, modeling and analysing multivariate abundance data in community ecology.
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Registered: 2012-05-18 05:57 |
10. Analysis of Count Time Series - R package which provides likelihood-based methods for model fitting and assessment, prediction and intervention analysis of count time series following generalized linear models.
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Registered: 2013-04-04 13:48 |
11. cgen - Parallel Genomic Prediction and GWAS in R using Eigen and Rcpp
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Registered: 2013-05-29 18:34 |
12. bat - Biodiversity Assessment Tools - An R package useful for biodiversity assessment, including:
- Taxon, phylogenetic and functional dimensions of alpha and beta diversity
- Accumulation curves for all measures
- Diversity estimation from incomplete sampling
- Beta diversity partition
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Registered: 2014-05-14 11:14 |
13. VisCount - R package for training and evaluating visual count estimates
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Registered: 2014-07-07 14:36 |
14. libamtrack - This package is the R interface to the open-source, ANSI C library libamtrack (http://libamtrack.dkfz.org). It provides computational routines for research in proton and ion beam therapy.
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Registered: 2014-06-28 12:14 |
15. TopKLists - The package includes tools for inference, aggregation, and visualization of multiple ranked lists. Consolidated information from two or more such lists comprising the same set of objects can be obtained. Incomplete rankings and partial lists are allowed.
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Registered: 2010-05-06 10:59 |
16. DeadCanMove - Locating roadkill hotspots is key to mitigate road impacts on wildlife, but study design can affect hotspot definition. The DeadCanMove R package contains functions to estimate how sampling scheme may affect the spatial accuracy of hotspot identification.
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Registered: 2014-04-01 18:15 |
17. KDE & MDS - Helper functions for plotting KDEs and MDS maps of geochronology and geochemistry data, for visualisation of age distributions and sample comparison.
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Registered: 2014-03-11 14:23 |
18. fuzzySim - fuzzySim is an R package for calculating fuzzy similarity in species occurrence patterns.
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Registered: 2014-02-27 18:53 |
19. Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training.
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Registered: 2010-12-28 07:13 |
106 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
