Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: robust-regresssion

baggepinnen/TotalLeastSquares.jl

Solve many kinds of least-squares and matrix-recovery problems

Language: Julia - Size: 106 KB - Last synced: 4 days ago - Pushed: 7 months ago - Stars: 31 - Forks: 3

gaborhor/Happiness-Data-EDA

Introductory-level EDA on UN Happiness Report and World Bank Metrics from 2019

Size: 505 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

tubanlee/REDS_Mean

Robust estimations from distribution structures: Mean.

Language: R - Size: 6.71 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 22 - Forks: 3

tubanlee/REDS_Central_Moments

Robust estimations from distribution structures: Central moments.

Language: R - Size: 8.23 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 10 - Forks: 1

syrte/robustgp

Robust Gaussian Process with Iterative Trimming

Language: Jupyter Notebook - Size: 910 KB - Last synced: 13 days ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 5

dakep/pense-rpkg

R Package implementing the Penalized Elastic Net S- and MM-Estimator for Linear Regression

Language: C++ - Size: 10.3 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 4 - Forks: 2

mint-lab/rtl

RANSAC Template Library

Language: C++ - Size: 37.1 KB - Last synced: about 2 months ago - Pushed: almost 7 years ago - Stars: 80 - Forks: 32

vincent27hugh/myRegression-Python

This is the implementation of the five regression methods Least Square (LS), Regularized Least Square (RLS), LASSO, Robust Regression (RR) and Bayesian Regression (BR).

Language: Python - Size: 299 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 5 - Forks: 1

praneethmurthy/ReProCS

MATLAB implementation of "Provable Dynamic Robust PCA or Robust Subspace tracking", IEEE Transactions on Information Theory, 2019.

Language: MATLAB - Size: 142 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 17 - Forks: 8

gosuddin/machine-learning-for-finance

ML Coursework focused on solving Computational Finance and Risk Assessment models

Language: Jupyter Notebook - Size: 1.59 MB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 9

bschulz81/hyperbolicfitdll

This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/

Language: C++ - Size: 254 MB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 0

dschmitz89/Polyfit

Scikit learn compatible constrained and robust polynomial regression in Python

Language: Python - Size: 388 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 4

stla/gfilinreg

Generalized fiducial inference for low-dimensional robust linear regression.

Language: R - Size: 305 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

lucas-nelson-uiuc/statistics_projects

A collection of projects completed in STAT courses.

Language: HTML - Size: 411 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

pavannaik3009/BostonHousingProject

Regression for Boston Housing price prediction: Linear, Multiple, Robust, OLS, Regularization (Ridge-l1 norm, LASSO-l2 norm, ElasticNet)

Language: Jupyter Notebook - Size: 2.68 MB - Last synced: 12 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

adityatripathiiit/RANSAC_Robust_Curve_Fitting

Python implementation of RANSAC algorithm

Language: Jupyter Notebook - Size: 537 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

yowald/elliptical-losses

Code accompanying the paper "Globally Optimal Learning for Structured Elliptical Losses", published at NeurIPS 2019

Language: Python - Size: 7.62 MB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
robust-regresssion 17 robust-statistics 6 linear-regression 5 robust-pca 4 robust-estimation 4 ransac 3 python 3 regression 3 r 3 outlier-detection 3 semiparametric 2 robustness 2 robust-optimization 2 robust 2 nonlinear-regression 2 machine-learning 2 curve-fitting 2 semiparametric-estimation 2 matrix-factorization 2 unimodal 2 least-square-regression 2 ransac-algorithm 2 fourier-analysis 1 levenberg-marquardt 1 multi-core-programming 1 open-mp 1 astrophotography 1 astronomy 1 validation 1 time-series 1 svd 1 state-space-model 1 risk-assessment 1 ridge-regression 1 returns 1 lasso-regression 1 financial-models 1 structured-prediction 1 regression-algorithms 1 neurips-2019 1 covariance-estimation 1 random-sample-consensus 1 poly-fit 1 statsmodels 1 seaborn 1 scikit-learn 1 pandas 1 multiple-regression 1 shiny-apps 1 fiducial-distribution 1 sklearn-compatible 1 shape-constraints 1 polynomial-regression 1 cvxpy 1 convex-optimization 1 statistics 1 statistical-analysis 1 powerspectrum 1 outlier-removal 1 semiparametric-models 1 median-of-means 1 median 1 l-estimator 1 huber-loss-regression 1 hodges-lehmann-estimator 1 pca-analysis 1 eda 1 anova-analysis 1 total-least-square 1 singular-value-decomposition 1 nonnegative-matrix-factorization 1 missing-data-imputation 1 missing-data 1 matrix-completion 1 least-squares 1 imputation 1 estimation 1 errors-in-variables 1 finance 1 subspace-tracking 1 subspace-analysis 1 regularized-linear-regression 1 lasso 1 bayesian-regression 1 outlier 1 line-fitting 1 rpackage 1 pense 1 itgp 1 gpy 1 gaussian-processes 1 nonparametric-statistics 1 nonparametric 1 moments 1 moment 1 winsorized-mean 1 trimmed-mean 1