simple-ml

A simple, robust JavaScript machine learning library with regression, classification, clustering, and preprocessing algorithms

v1.0.4 URL: https://unpkg.com/simple-ml@1.0.4/dist/simple-ml.umd.js

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machine-learning ml regression classification clustering preprocessing statistics linear-regression logistic-regression knn naive-bayes k-means decision-tree

ml-modules

A set of machine learning algorithms, packed as modules, ready to be used in your nodejs environment.

v0.1.0 URL: https://unpkg.com/ml-modules@0.1.0/src/js/index.js

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machine-learning svm knn rbf neural-networks random-forests logistic-regression

als-statistics

Modular JS statistics toolkit for Node.js and the browser: descriptive stats, correlations (Pearson/Spearman/Kendall), t-tests & ANOVA (Student/Welch), reliability (Cronbach’s alpha), regression (linear/logistic), clustering (DBSCAN/HDBSCAN), and table/co

v2.1.0 URL: https://unpkg.com/als-statistics@2.1.0/statistics.js

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statistics descriptive-statistics t-test anova welch-anova pearson-correlation spearman kendall-tau cronbach-alpha regression linear-regression logistic-regression dbscan hdbscan table-data column-data outlier-detection moving-average cdf

dose-analyzer-response

JavaScript/TypeScript implementation of dose-response curve analysis

v1.0.2 URL: https://unpkg.com/dose-analyzer-response@1.0.2/dist/src/dose-response-analyzer.js

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dose-response curve-fitting ic50 drc biostatistics dose-response-analysis logistic-regression