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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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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 47.37
Registered: 2025-02-13 10:40 |
1. bclust - Bayesian clustering with variable selection is a fully automatic clustering method, designed for low-sample-size-high-dimensional situations. This might be regarded as a high-dimensional variant of the mclust package.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Bioinformatics : Statistics [Filter]
- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Cluster Analysis : Model-based Clustering [Filter]
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Registered: 2009-02-18 10:01 |
2. labeltodendro - This package converts labels to a dendrogram and can be used to summarize groupings achieved by Markov chain Monte Carlo clustering.
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- Topic : Cluster Analysis : Model-based Clustering [Filter]
- Topic : Machine Learning : Bayesian Methods [Filter]
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Registered: 2009-02-18 09:38 |
3. Monte Carlo IBD Matrix Estimation - Flexible Monte Carlo Identity-By-Descent (IBD) Matrix Estimation with Within-Line Segregation for Use of Quantitative Trait Loci (QTL) Detection in F2 Intercross Designs.
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- Topic : Genetics : QTL Mapping [Filter]
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Registered: 2009-10-07 19:54 |
4. Grid-based symbols - Grid-based matplots, boxplots, barplots, stars and symbols for visualization in arbitrary context like maps or cluster solutions.
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Registered: 2010-01-11 10:17 |
5. Bayesian Biclustering - This package uses a Bayesian spike-and-slab model to construct bidendrograms using log posterior as the natural distance defined by the model and calculates importance using log Bayes factor.
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Registered: 2010-04-01 17:54 |
6. openrepgrid - The openrepgrid package provides means for numerical analysis and high-quality graphical repesentation of repertory grids - a data collection method used in psychological research.
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- Topic : Multivariate Statistics : Visualising Multivariate Data : Graphical Procedures [Filter]
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Registered: 2010-10-27 15:55 |
7. GWAtoolbox - An R-package implemented for genome-wide association studies. The main feature is very vast quality check of data before meta-analysis. It provides an extensive list of quality statistics presented using easy-to-use DHTML and graphical outputs.
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Registered: 2011-03-23 10:20 |
8. doSNOW - The doSNOW package provides a parallel backend to the foreach package's %dopar% operator that provides parallel computation via R's snow package.
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- Topic : High Performance Computing : Parallel Computing [Filter]
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Registered: 2010-11-19 22:28 |
9. Composite Likelihood for Random Fields - Composite-Likelihood based methods for Random Fields.
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- Topic : Environmetrics [Filter]
- Topic : Multivariate Statistics : Multivariate Distributions [Filter]
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Registered: 2010-02-08 16:57 |
10. R2scheme - Compile R code to binary machine code and dynamically link the binary to R using the bigloo scheme compiler.
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- Programming Language : Lisp [Filter]
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Registered: 2010-11-03 09:48 |
11. Regression Modeling Strategies - Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design attributes in the fit. rms is a collection of 229 functions that assist with and streamline modeling.
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- Programming Language : Fortran [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2010-11-22 19:09 |
12. rich - A collection of functions related to species richness estimation and comparison.
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Registered: 2011-01-12 09:06 |
13. Extreme Values in R (evir) - Extreme Value in R: Functions for extreme value theory, which may be divided into the following groups; exploratory data analysis, block maxima, peaks over thresholds (univariate and bivariate), point processes, gev/gpd distributions.
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- Topic : Econometrics : Time Series Modelling [Filter]
- Topic : Finance : Risk Management [Filter]
- Topic : Time Series [Filter]
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Registered: 2011-03-21 13:20 |
14. genoPlotR - plot gene and genome maps - genoPlotR is a R package to produce reproducible, publication-grade graphics of gene and genome maps. It allows the user to read from usual format such as protein table files and blast results, as well as home-made tabular files.
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- Topic : Bioinformatics : Visualization [Filter]
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Registered: 2010-01-08 16:59 |
15. ddepn - DDEPN (Dynamic Deterministic Effects Propagation Networks): Infer signalling networks for high-throughput genomic or proteomic timecourse data, generated after external perturbation like activation or inhibition of network nodes.
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Registered: 2011-06-10 12:24 |
16. BayesSurv - This package estimates mortality with covariates from capture-recapture/recovery data in a Bayesian framework when many individuals are of unknown age. It includes tools for data checking, model diagnostics and outputs such as life-tables and plots.
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Registered: 2011-06-08 10:38 |
17. phrapl - Note: development of phrapl has moved to GitHub: https://github.com/bomeara/phrapl
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- Topic : Genetics : Phylogenetics [Filter]
- Topic : Genetics : Population Genetics [Filter]
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Registered: 2011-06-14 14:51 |
18. Variant Pattern Analyzer - VPA (Variant Pattern Analyzer) is an R package for prioritizing variants with user-specified frequency pattern from multiple study subjects in next generation sequencing study.
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Registered: 2011-08-05 14:30 |
19. calibFit - This package provides curve fitting, visualization, and calibration methods for the development, validation, and use of biological and chemical assays. The functionality includes heteroscedasticity, model selection, and measures of assay quality.
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Registered: 2011-10-25 17:59 |
56 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
