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0. partykit: Recursive Partytioning Toolkit - Infrastructure for representing, summarizing, and visualizing tree-structured models. It can be used for constructing or reading tree models from different sources (rpart, RWeka, PMML), sharing
functionality for print/plot/predict methods.
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- Topic : Machine Learning : Recursive Partitioning [Filter]
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Activity Percentile: 33.33
Registered: 2008-09-30 11:39 |
1. 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 |
2. 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 |
3. Cytangle - Analyze single cell mass cytometry data
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Registered: 2016-10-26 12:51 |
4. 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 |
5. rGEDI - rGEDI: NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2020-03-12 20:57 |
6. 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 |
7. 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 |
8. 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 |
9. 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 |
10. 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 |
11. 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 |
12. Swale - Single Trial EEG/MEG analysis - Swale - Single-Trial Waveform Amplitude and Latency Estimation is a method for EEG/MEG data analysis which simultaneously estimates the waveform of an ERP and single-trial amplitude and latency parameters.
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Registered: 2009-05-21 14:42 |
13. 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 |
14. NDVI Time Series extraction and analysis - The routines extract automatically NDVI time series from different satellites (AVHRR, Spot Vegetation, MODIS) and provide tools to display and analyze them. Phenological metrics can be computed for every season as well as vegetation anomaly maps.
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Registered: 2011-06-23 07:05 |
15. CatDyn Package for Catch Dynamics Models - Statistical models to assess fish stocks are becoming too demanding in terms of biological information. As an alternative to this trend we are developing the CatDyn project, an R package to assess fish stocks by modeling the operation of fishermen at sea.
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Registered: 2011-05-17 15:37 |
16. glmx: Generalized Linear Models Extended - Extensions for generalized linear models (GLMs), especially for binary responses, allowing for parametric links or heterogeneity in the latent variables.
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Registered: 2011-04-12 13:09 |
17. AFLP - A package for the normalisation on classification of AFLP (Amplification Fragment Length Polymorphism) data.
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- Topic : Genetics : Population Genetics [Filter]
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Registered: 2011-03-02 11:24 |
18. colbycol - This is a package intended for reading huge text data files into R by processing columns one by one individually.
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Registered: 2009-05-18 10:18 |
19. 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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Registered: 2011-03-21 13:20 |
106 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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