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Machine Learning in R

Collection of various algorithms implemented in R.

Banditsbook ⭐ 704

Code for my book on Multi-Armed Bandit Algorithms

RAPPOR: Privacy-Preserving Reporting Algorithms

Harmony ⭐ 460

Fast, sensitive and accurate integration of single-cell data with Harmony

H2o4gpu ⭐ 421

H2Oai GPU Edition

User Machine Learning Tutorial ⭐ 386

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

Computer Vision and Image Recognition algorithms for R users

Graphlayouts ⭐ 260

new layout algorithms for network visualizations in R

Superlearner ⭐ 250

Current version of the SuperLearner R package

Fastlink ⭐ 239

R package fastLink: Fast Probabilistic Record Linkage

Cassowary Rs ⭐ 229

A Rust implementation of the Cassowary constraint solving algorithm

Competitive Programming Rs ⭐ 214

Algorithm Snippets for Competitive Programming in Rust

Php Jwt ⭐ 209

🌀 A PHP extension for JSON Web Token (JWT)

Recommenderlab ⭐ 207

recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package

Freeverb Rs ⭐ 173

A Rust implementation of the Freeverb algorithm

Delaunator Rs ⭐ 168

Fast 2D Delaunay triangulation in Rust. A port of Delaunator.

Hacktoberfest2018 ⭐ 142

A repository for HacktoberFest 2018.

Data Science Introduction With R ⭐ 109

R 语言数据科学导论 | Data Science Introduction with R

Edgebundle ⭐ 107

R package implementing edge bundling algorithms

NMF: A Flexible R package for Nonnegative Matrix Factorization

An R package for optimization using genetic algorithms

Mathematical_modeling ⭐ 77

🎊 Mathematical Modeling Algorithms and Applications

Cpprouting ⭐ 73

Algorithms for Routing and Solving the Traffic Assignment Problem

Fasttopics ⭐ 71

Fast algorithms for fitting topic models and non-negative matrix factorizations to count data.

Datastructures ⭐ 63

🚀 Implementation of core data structures for R.

R Functions implementing UCR Matrix Profile Algorithm

A implementation of tour algorithms in R

Concaveman ⭐ 57

A very fast 2D concave hull algorithm

R package for Distance Metric Learning

Textrank ⭐ 57

Summarise text by finding relevant sentences and keywords using the Textrank algorithm

stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf 🐶🐶🐶🐶🐱 🐶 🐶🐶🐶🐶

R/Rcpp implementation of the 'Follow-the-Regularized-Leader' algorithm

Algorithms for Quantitative Pedology

Polylabel Rs ⭐ 47

A Rust implementation of the Polylabel algorithm, with FFI.

Matchingr ⭐ 47

Algorithms for Matching Markets in R and C++

Lcs Image Diff Rs ⭐ 45

🖼 Image diff tool with LCS algorithm

Liquidsvm ⭐ 45

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-s

RS-Net is a cloud detection algorithm for satellite imagery

Boxpacking ⭐ 43

R package for solving three-dimensional bin packing problem

Online Prediction by ExpeRt Aggregation

Arulescba ⭐ 41

Classification Based on Association Rules in R

Swiftyjwt ⭐ 40

A library to generate JWT with Swift

Subsemble ⭐ 39

subsemble R package for ensemble learning on subsets of data

R package for Protein activity analysis of single-cell RNAseq.

Classifier to separate legitimate domains from those generated by a domain generating algorithm (DGA).

Gap Statistic ⭐ 38

An implementation of the gap statistic algorithm to compute the number of clusters in a set of numerical data.

Data Science And Machine Learning Resources ⭐ 37

List of Data Science and Machine Learning Resource that I frequently use

Edge Detection Rs ⭐ 35

The Canny edge detection algorithm implemented in Rust

Machine Learning ⭐ 35

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

Algorithm for Open Data Detection in Publications (ODDPub)

R Data Structures And Algorithms ⭐ 34

R Data Structures and Algorithms, published by Packt

Imputation ⭐ 34

R package for data imputation. Fills missing values in a numeric matrix

Fselectorrcpp ⭐ 34

Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support

A JWT (JSON Web Tokens) library for PHP.

Implementation of the Leiden algorithm called by reticulate in R. (CRAN)

Resistancega ⭐ 33

Optimize resistance surfaces using Genetic Algorithms

Waterquality ⭐ 33

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

Spatialcluster ⭐ 31

spatially-constrained clustering in R

Ml Simulations ⭐ 28

Animated Visualizations of Popular Machine Learning Algorithms

Emqx Auth Jwt ⭐ 28

EMQX JWT Authentication Plugin

Risknetwork ⭐ 28

Risk Network Modeling and Analysis

Abcoptim ⭐ 27

An implementation of the Artificial Bee Colony (ABC) Algorithm

Flyingfox ⭐ 27

An R Interface to the Quantopian Zipline Financial Backtester

Crossword.r ⭐ 27

An R package to build crosswords

Machine_learning ⭐ 27

Machine learning in R

Bayesian Multivariate Time Series Causal Inference ⭐ 26

R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''

Algorithm for the inference of cell types and lineage trees from single-cell RNA-seq data.

Algorithm for the inference of cell types from single-cell RNA-seq data.

Repository of the TRanslational ONCOlogy library, which includes various algorithms (such as CAPRESE and CAPRI) and the Pipeline for Cancer Inference (PICNIC).

Forceatlas2 ⭐ 25

This is the R implementation of the Force Atlas 2 graph layout designed for Gephi.

Quadtree ⭐ 24

🌲 Point/region Quadtree implementation for Rust.

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

根据歌词文本，分析歌曲是伤感还是甜蜜

Lidrplugins ⭐ 22

Extra functions and algorithms for lidR package

node express mongo vue

R_package_qgis ⭐ 22

Clickstreamanalysis ⭐ 22

Analyzing Clickstream Data using Markov Chains and data mining SPACE algorithm

❗ This is a read-only mirror of the CRAN R package pracma — Practical Numerical Math Functions

Rphenograph ⭐ 22

Rphenograph: R implementation of the PhenoGraph algorithm

Lexrankr ⭐ 22

Extractive Text Summariztion with lexRankr (an R package implementing the LexRank algorithm)

Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

rrecsys: Environment for Assessing Recommender Systems

Algo Trading ⭐ 21

This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

Perform inference on algorithm-agnostic variable importance

Comperank ⭐ 20

Ranking Methods for Competition Results

A Rust port of Madgwick's AHRS algorithm

Errorlocate ⭐ 20

Find and replace erroneous fields in data using validation rules

Supervised Distance Metric Learning with R

Compbench ⭐ 19

⌛ Benchmark and visualization of various compression algorithms

Actigraph.sleepr ⭐ 19

Detect periods of sleep and non-wear from ActiGraph data

Models By Example ⭐ 19

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code

Snowflake Rs ⭐ 19

The snowflake algorithm rust version.

Learning Data Mining With R ⭐ 19

Codes for the book, Learning Data Mining with R

Prediction Strength ⭐ 17

An implementation of the prediction strength algorithm from Tibshirani, Walther, Botstein, and Brown's "Cluster validation by prediction strength".

Networkinference ⭐ 17

R implementation to the netinf algorithm. Infers the most likely diffusion network from a set of events

Vsolassobag ⭐ 17

A variable-selection oriented LASSO bagging algorithm for biomarker development in omic-based translational research

Multilingual implementation of RAKE algorithm for Rust

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