Lib.rs

› Keywords #statistics #smoothing #bioinformatics #fitting #classification

#regression

  1. varpro

    A straightforward nonlinear least-squares fitting library which uses the Variable Projection algorithm

    v0.14.0 21K #least-squares-fitting #least-squares #fitting #regression #non-linear

  2. lowess

    (Locally Weighted Scatterplot Smoothing)

    v1.1.1 400 #smoothing #statistics #bioinformatics #regression

  3. fastLowess

    High-performance LOWESS (Locally Weighted Scatterplot Smoothing)

    v1.1.2 #fastlowess #statistics #smoothing #lowess #bioinformatics #regression

  4. loess-rs

    LOESS (Locally Estimated Scatterplot Smoothing) implementation in Rust

    v0.2.2 #smoothing #statistics #bioinformatics #regression

  5. polyfit

    Because you don't need to be able to build a powerdrill to use one safely

    v0.10.2 #polynomial #fitting #numerical-approximation #approximation #regression

  6. fiasto

    High-performance modern Wilkinson's formula parsing for statistical models. Parses R-style formulas into structured JSON metadata supporting linear models, mixed effects, and complex statistical specifications.

    v0.2.7 270 #formula-parser #wilkinson #formulaic #r-formula #regression

  7. libsvm-rs

    Pure Rust reimplementation of LIBSVM — SVM training and prediction

    v0.7.0 #svm #classification #machine-learning #regression

  8. polyfit-residuals

    Efficiently calculate the residual errors (in the least squares sense) of all polynomial models (up to some degree) for a given dataset and compute least-squares polynomial fits

    v0.6.5 850 #statistics #polynomial #math #regression

  9. fastLoess

    High-level, parallel LOESS (Locally Estimated Scatterplot Smoothing) implementation in Rust

    v0.1.0 #fastloess #smoothing #statistics #loess #bioinformatics #regression

  10. friedrich

    Gaussian Process Regression

    v0.5.0 420 #gaussian-process #gaussian-kernel #kriging #process #regression

  11. wc_fir

    A pure-Rust library for modeling working capital drivers using Finite Impulse Response (FIR) filters, with support for manual profiles and automatic lag selection via OLS and Lasso

    v0.3.1 #fir #finance #lasso #working-capital #regression

  12. gbrt-rs

    Gradient Boosted Regression Trees in Rust

    v0.2.0 #classification #gradient-boosting #machine-learning #regression

  13. genetic_regression

    Nonlinear regresson by genetic algorithm

    v0.3.0 #genetic-algorithm #non-linear #regresson #regression #sqrt #logging #forms #bic

  14. fitme

    CLI curve fitting tool. Parameterise an equation from a CSV dataset.

    v1.1.0 #curve-fitting #regression #cli

  15. gep_toolkit

    Gene Expressions Programming toolkit

    v0.2.3 #gene #regression #expressions

  16. regressionu

    Regression implementation with perpetual update functionaility

    v0.3.1 650 #regression #update #perpetual

  17. kevlar

    Test Harness for writing integration / regression tests in Rust

    v0.1.2 #test-harness #testing #regression

  18. regression-test

    regression testing

    v0.1.0 #regression-testing #testing #regression

  19. leastsquares

    Miller Updating Regression

    v0.1.0 #ols #regression

    20. Try searching with DuckDuckGo.

  20. crates-io-macro-crate

    An example macros-by-example crate for demonstrating a regression

    v0.1.2 #demonstrating #macros-by-example #regression

  21. proc-macro-generator-wrapper

    An proc-macro wtapper crate for demonstrating a regression

    v0.1.1 #proc-macro #generator #demonstrating #regression

  22. recless

    recursive least squares algorithm with exponential forgetting

    v0.3.0 #kalman-filter #learning #data #regression #kalman

  23. pcw_regrs

    Fast, optimal, extensible and cross-validated heterogeneous piecewise polynomial regression for timeseries

    v1.9.0 #piecewise #polynomial #regression #bio

  24. redwood

    A fast decision forest library

    v0.1.0 #classification #decision-forest #random-forest #decision #regression

  25. ols_regression

    Polynomial regression with normal equations using nalgebra

    v0.1.0 #nalgebra #polynomial #equation #normal #regression

  26. redwood_cli

    A fast decision forest command line application

    v0.1.0 #classification #decision-forest #random-forest #decision #regression

  27. generating-proc-macro-crate

    An example proc-macro crate for demonstrating a regression

    v0.1.3 #proc-macro #demonstrating #regression