Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1093/gigascience/giaa026

https://doi.org/10.1093/gigascience/giaa026

ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data

Cited by: 13
Author(s): Stephen R. Piccolo, Terry J. Lee, Erica Suh, Kimball T Hill
Published: over 4 years ago

Software Mentions 21

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: cowplot
Streamlined Plot Theme and Plot Annotations for 'ggplot2'
Papers that mentioned: 298
cran: dplyr
A Grammar of Data Manipulation
Papers that mentioned: 1,213
cran: ggplot2
Create Elegant Data Visualisations Using the Grammar of Graphics
Papers that mentioned: 11,441
cran: h2o
R Interface for the 'H2O' Scalable Machine Learning Platform
Papers that mentioned: 43
cran: mlr
Machine Learning in R
Papers that mentioned: 64
cran: OneR
One Rule Machine Learning Classification Algorithm with Enhancements
Papers that mentioned: 58
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
cran: randomForestSRC
Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)
Papers that mentioned: 143
cran: readr
Read Rectangular Text Data
Papers that mentioned: 80
cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: h2o
H2O, Fast Scalable Machine Learning, for python
Papers that mentioned: 43
pypi: mlr
Linear regression utility with inference tests, residual analysis, outlier visualization, multicollinearity test, and other features
Papers that mentioned: 64
pypi: numpy
Fundamental package for array computing in Python
Papers that mentioned: 832
pypi: Orange
Orange, a component-based data mining framework.
Papers that mentioned: 219
pypi: scikit-learn
A set of python modules for machine learning and data mining
Papers that mentioned: 2,431
pypi: shell
A better way to run shell commands in Python.
Papers that mentioned: 207
pypi: sklearn
deprecated sklearn package, use scikit-learn instead
Papers that mentioned: 559
pypi: weka
A Python wrapper for the Weka data mining library.
Papers that mentioned: 40
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207