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r-multiroc
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public |
Tools to solve real-world problems with multiple classes classifications by computing the areas under ROC and PR curve via micro-averaging and macro-averaging. The vignettes of this package can be found via <https://github.com/WandeRum/multiROC>. The methodology is described in V. Van Asch (2013) <https://www.clips.uantwerpen.be/~vincent/pdf/microaverage.pdf> and Pedregosa et al. (2011) <http://scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html>.
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2025-04-22 |
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r-ggmuller
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public |
Create plots that combine a phylogeny and frequency dynamics. Phylogenetic input can be a generic adjacency matrix or a tree of class "phylo". Inspired by similar plots in publications of the labs of RE Lenski and JE Barrick. Named for HJ Muller (who popularised such plots) and H Wickham (whose code this package exploits).
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2025-04-22 |
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r-vioplot
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public |
A violin plot is a combination of a box plot and a kernel density plot. This package allows extensive customisation of violin plots.
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2025-04-22 |
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r-tidypredict
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public |
It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger(), earth(), xgb.Booster.complete(), cubist(), and ctree() models.
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2025-04-22 |
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r-multcompview
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public |
Convert a logical vector or a vector of p-values or a correlation, difference, or distance matrix into a display identifying the pairs for which the differences were not significantly different. Designed for use in conjunction with the output of functions like TukeyHSD, dist{stats}, simint, simtest, csimint, csimtest{multcomp}, friedmanmc, kruskalmc{pgirmess}.
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2025-04-22 |
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r-ggstance
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public |
A 'ggplot2' extension that provides flipped components: horizontal versions of 'Stats' and 'Geoms', and vertical versions of 'Positions'.
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2025-04-22 |
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r-breakdown
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public |
Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package work for binary classifiers and general regression models.
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2025-04-22 |
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r-bb
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public |
Barzilai-Borwein spectral methods for solving nonlinear system of equations, and for optimizing nonlinear objective functions subject to simple constraints. A tutorial style introduction to this package is available in a vignette on the CRAN download page or, when the package is loaded in an R session, with vignette("BB").
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2025-04-22 |
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r-inum
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public |
Enum-type representation of vectors and representation of intervals, including a method of coercing variables in data frames.
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2025-04-22 |
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msrestazure
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public |
The runtime library "msrestazure" for AutoRest generated Python clients
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2025-04-22 |
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msrest
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public |
AutoRest swagger generator Python client runtime.
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2025-04-22 |
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adal
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public |
The ADAL for Python library makes it easy for python application to authenticate
to Azure Active Directory (AAD) in order to access AAD protected web resources.
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2025-04-22 |
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idna_ssl
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public |
Patch ssl.match_hostname for Unicode(idna) domains support
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2025-04-22 |
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timeout-decorator
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public |
Timeout decorator
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2025-04-22 |
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r-cubist
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public |
Regression modeling using rules with added instance-based corrections.
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2025-04-22 |
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flock
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public |
flock(1) locks files
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2025-04-22 |
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dynesty
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public |
A dynamic nested sampling package for computing Bayesian posteriors and evidences.
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2025-04-22 |
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django-reversion-compare
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public |
Add compare view to django-reversion for comparing two versions of a reversion model.
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2025-04-22 |
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django-mustache
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public |
Mustache (Pystache) template engine for Django 1.8 and newer, with support for Django context processors. Designed to support offline-capable web apps via progressive enhancement.
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2025-04-22 |
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georasters
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public |
Tools for working with Geographical Information System Rasters
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2025-04-22 |
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django-pandas
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public |
Tools for working with pandas in your Django projects
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2025-04-22 |
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cufflinks-py
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public |
Productivity Tools for Plotly + Pandas
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2025-04-22 |
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pytest-replay
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public |
Saves shell scripts that allow re-execute previous pytest runs to reproduce crashes or flaky tests
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2025-04-22 |
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geoalchemy-odm2
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public |
Using SQLAlchemy with Spatial Databases. (This is a ODM2 fork and not the original geoalchemy!)
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2025-04-22 |
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djangorestframework_simplejwt
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public |
A minimal JSON Web Token authentication plugin for Django REST Framework
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2025-04-22 |
