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robust-estimation

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Here are 44 public repositories matching this topic...

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All 44 Python 12 R 9 MATLAB 8 C++ 6 Jupyter Notebook 3 Stata 2 C 1 Dockerfile 1 Julia 1
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statsmodels / statsmodels

Star 11.7k

Statsmodels: statistical modeling and econometrics in Python

python data-science statistics prediction econometrics forecasting data-analysis regression-models hypothesis-testing generalized-linear-models timeseries-analysis robust-estimation count-model
  • Updated Nov 11, 2026
  • Python

Laka-3DV / TurboReg

Star 341

[ICCV-2025] TurboReg: TurboClique for Robust and Efficient Point Cloud Registration

point-cloud pytorch registration lidar parameter-estimation pcr ransac iccv rgbd-slam lidar-point-cloud point-cloud-registration robust-estimation lidar-slam pointcloud-registration iccv2025
  • Updated Aug 11, 2025
  • C++

MISTLab / DOOR-SLAM

Star 250

Distributed, Online, and Outlier Resilient SLAM for Robotic Teams

distributed-systems computer-vision localization robotics mapping robust-optimization slam distributed-algorithms multi-robot pose-graph-optimization robust-estimation
  • Updated Mar 14, 2023
  • Dockerfile

ericzzj1989 / Awesome-Global-Solvers-for-3D-Vision

Star 143

A curated survey and paper list for global solvers in 3D vision: certifiable optimization, convex relaxation, Branch-and-Bound, and robust estimation.

optimization structure-from-motion triangulation global-optimization slam bundle-adjustment semidefinite-programming convex-optimization pose-estimation branch-and-bound 3d-registration 3d-vision gnc pose-graph-optimization point-cloud-registration robust-estimation rotation-averaging convex-relaxation certifiable-estimation
  • Updated Oct 26, 2026

MIT-SPARK / CertifiablyRobustPerception

Star 125

Certifiable Outlier-Robust Geometric Perception

computer-vision robotics autonomous-driving semidefinite-programming convex-optimization mixed-integer-programming point-cloud-registration robust-estimation outliers-detection
  • Updated Dec 2, 2023
  • MATLAB
FSDA

UniprJRC / FSDA

Star 106

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.

clustering classification multivariate-analysis correspondence-analysis forward-search mahalanobis-distance m-estimation visualization-tools robust-regression robust-estimation robust-statistics box-cox robust-clustering s-estimation mm-estimation tclust
  • Updated Nov 11, 2026
  • MATLAB
epos

thodan / epos

Star 78

EPOS: Estimating 6D Pose of Objects with Symmetries, CVPR 2020

computer-vision deep-learning object-detection encoder-decoder robust-estimation 6dof-pose object-pose-estimation 6d-pose-estimation
  • Updated Jul 27, 2023
  • Python

lajoiepy / robust_distributed_mapper

Star 69

This library is an implementation of the algorithm described in Distributed Trajectory Estimation with Privacy and Communication Constraints: a Two-Stage Distributed Gauss-Seidel Approach.

distributed-systems robotics slam distributed-optimization robust-estimation
  • Updated Oct 31, 2022
  • C++

baggepinnen / TotalLeastSquares.jl

Star 34

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

linear-regression estimation least-squares imputation outlier-detection missing-data matrix-completion robust-pca singular-value-decomposition least-square-regression nonnegative-matrix-factorization robust-regresssion total-least-square robust-estimation robust-statistics errors-in-variables missing-data-imputation
  • Updated Nov 10, 2026
  • Julia
fitHeavyTail

convexfi / fitHeavyTail

Star 22

Mean and Covariance Matrix Estimation under Heavy Tails

outliers tyler covariance-matrix cauchy covariance-estimation robust-estimation student-t heavy-tailed-distributions
  • Updated May 24, 2023
  • R

msalibian / RobStatTM

Star 21

Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"

statistics robust robustness robust-regression robust-estimation robust-statistics
  • Updated Oct 26, 2026
  • R

johon-lituobang / REDS_Invariant_Moments

Star 18

Robust estimations from distribution structures: Invariant moments.

moment robust robust-optimization parametric asymptotic robustness symmetric skewed parametric-modelling asymptotic-analysis semiparametric-estimation robust-estimation semiparametric robust-statistics semiparametric-models unimodal
  • Updated Mar 29, 2024
  • R

johon-lituobang / REDS_Mean

Star 18

Robust estimations from distribution structures: Mean.

robust robust-optimization median robust-pca robustness huber-loss-regression robust-regresssion semiparametric-estimation robust-estimation semiparametric robust-statistics semiparametric-models unimodal winsorized-mean trimmed-mean median-of-means hodges-lehmann-estimator l-estimator
  • Updated Mar 29, 2024
  • R

yunpeng-shi / MPLS

Star 13

(ICML 2020) Message Passing Least Squares Algorithm for Rotation Averaging

robust-estimation rotation-averaging
  • Updated May 10, 2025
  • MATLAB

bschulz81 / hyperbolicfitdll

Star 13

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/

statistics astronomy linear-regression statistical-analysis curve-fitting levenberg-marquardt outlier-detection ransac fourier-analysis outlier-removal astrophotography open-mp robust-regresssion nonlinear-regression multi-core-programming ransac-algorithm robust-estimation powerspectrum robust-statistics
  • Updated Jun 29, 2022
  • C++

intellhave / AMES

Star 8

MATLAB demo for the paper "Non-smooth M-Estimator for Maximum Consensus Estimation"

homography linear-fitting maxium-consensus robust-estimation
  • Updated Mar 6, 2019
  • C
MISRE

MISRE / MISRE

Star 8

Code/Examples for A New Approach to Robust Estimation of Parametric Structures

ransac meanshift ransac-algorithm robust-estimation estimation-algorithm
  • Updated Jun 5, 2020
  • Python

johon-lituobang / REDS_Central_Moments

Star 8

Robust estimations from distribution structures: Central moments.

moment robust robust-optimization moments robust-pca nonparametric robustness robust-regresssion nonparametric-statistics semiparametric-estimation robust-estimation semiparametric robust-statistics unimodal
  • Updated Mar 29, 2024
  • R
REGroup

lokender / REGroup

Star 6

Official implementation of the paper: "REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions", IEEE WACV, 2022

machine-learning pgd classification robust ensemble resnet adversarial vgg19 cifar10 adversarial-machine-learning adversarial-attacks deepfool borda-count robust-machine-learning benign robust-estimation robust-statistics regroup robust-predictions
  • Updated Nov 25, 2021
  • Jupyter Notebook

carlosloza / spindles-HMM

Star 6

A new take on EEG sleep spindles detection exploiting a generative model (dynamic bayesian network) to characterize reoccurring dynamical regimes of single-channel EEG.

eeg expectation-maximization hidden-markov-model probabilistic-graphical-models sleep-spindles robust-estimation dynamic-bayesian-network
  • Updated Oct 20, 2020
  • MATLAB

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