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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. 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 |
2. 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 |
3. ordijuice - ordijuice is package for unconstrained ordination of vegetation data, running under JUICE software (http://www.sci.muni.cz/botany/juice/). Generally a wrapper for functions from package vegan, with some additional functions.
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Registered: 2009-02-18 08:49 |
4. 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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- Topic : Econometrics : Structural Change [Filter]
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Registered: 2013-04-04 13:48 |
5. TradeAnalytics - Transaction-oriented infrastructure for defining instruments, transactions, portfolios and accounts for trading systems and strategy simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Still in heavy development.
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Registered: 2008-12-09 03:28 |
6. cgen - Parallel Genomic Prediction and GWAS in R using Eigen and Rcpp
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Registered: 2013-05-29 18:34 |
7. Direct labels for plots - Simple, uniform framework for adding direct labels to lattice or ggplot2 plots.
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Registered: 2009-07-17 12:58 |
8. 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 |
9. simsalabim - This package currently implements Singular System/Spectrum Analysis (SSA) and Phase Synchronisation Indices.
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Registered: 2008-10-03 08:07 |
10. frontier: Stochastic Frontier Analysis - Maximum Likelihood Estimation of Stochastic Frontier Production and Cost Functions. Two specifications are available: the error components model (Battese and Coelli, 1992) and the efficiency effects model (Battese and Coelli, 1995).
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Registered: 2008-10-19 20:27 |
11. 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 |
12. candlesticks - candlesticks: filter Japanese Candlestick Patterns like Doji, Engulfing, Harami, etc. out of OHLC price data.
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Registered: 2012-01-06 14:40 |
13. Mixed-pair mutual information estimators - Fast calculation mutual information for comparisons between all types of variables including continuous vs continuous, continuous vs discrete and discrete vs discrete. Also provides jackknife bias correction and tests for association.
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Registered: 2012-08-10 08:48 |
14. logisticDx - Diagnostic tests for logistic regression. Includes 15x common diagnostic tests including leverage, dChi-square and dBhat per covariate pattern. Also plots for same.
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Registered: 2012-09-10 02:59 |
15. Probability - This package is for performing elementary probability on finite sample spaces, represented by data frames or lists. Functionality includes setting up sample spaces, set algebra, probability and conditional probability, characteristic functions, and more.
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Registered: 2008-01-09 17:16 |
16. memisc
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Registered: 2013-02-08 10:55 |
17. spatial copula - This package has moved to: https://github.com/bengraeler/spcopula
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Registered: 2011-03-21 17:39 |
18. splinesurv - A package containing utilities for nonparametric Bayesian analysis of clustered survival data. The baseline hazard function and frailty density are modeled using penalized B-splines. Regression and spline parameters are estimated via MCMC.
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Registered: 2008-01-08 16:50 |
19. blupsurv - Tools for fitting proportional hazards models to clustered
recurrent events data. Nested frailties are modeled by their
best linear unbiased predictors under an auxiliary Poisson model.
Univariate and bivariate recurrent events processes are permitted.
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Registered: 2008-06-14 13:52 |
42 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
