Enhancing {ggplot2} plots with statistical analysis 📊📣
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A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
- machine-learning
- data-science
- r
- python
Machine Learning in R
- machine-learning
- data-science
- tuning
- cran
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.
mlr3: Machine Learning in R - next generation
- machine-learning
- data-science
- classification
- regression
An R package for the Quantitative Analysis of Textual Data
- r
- text-analytics
- natural-language-processing
- corpus
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- word2vec
- text-mining
- natural-language-processing
- glove
A fresh approach to string manipulation in R
- r
- strings
- regular-expression
Conversion of R Regression Output to LaTeX or HTML Tables
- texreg
- html-tables
- latex
- latex-tables
:art: Image processing toolbox for R
- r
- bioinformatics
- image-processing
- image-analysis
R package to estimate public transport emissions based on GTFS data
- emissions
- environmental-modelling
- gtfs
- public-transport
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models
R package for accessing the Mobility Database
- gbfs
- gtfs
- public-transport
- r