robust-estimation

There are 25 repositories under robust-estimation topic.

  • statsmodels/statsmodels

    Statsmodels: statistical modeling and econometrics in Python

    Language:Python10.1k2825.5k2.9k

  • MISTLab/DOOR-SLAM

    Distributed, Online, and Outlier Resilient SLAM for Robotic Teams

    Language:Dockerfile230271333

  • MIT-SPARK/CertifiablyRobustPerception

    Certifiable Outlier-Robust Geometric Perception

    Language:MATLAB1099115
  • FSDA

    UniprJRC/FSDA

    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.

    Language:MATLAB84211338
  • epos

    thodan/epos

    Code for "EPOS: Estimating 6D Pose of Objects with Symmetries", CVPR 2020.

    Language:Python7391212

  • lajoiepy/robust_distributed_mapper

    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.

    Language:C++673013

  • baggepinnen/TotalLeastSquares.jl

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

    Language:Julia32473

  • johon-lituobang/REDS_Invariant_Moments

    Robust estimations from distribution structures: Invariant moments.

    Language:R24402

  • johon-lituobang/REDS_Mean

    Robust estimations from distribution structures: Mean.

    Language:R24403
  • fitHeavyTail

    convexfi/fitHeavyTail

    Mean and Covariance Matrix Estimation under Heavy Tails

    Language:R20114

  • yunpeng-shi/MPLS

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

    Language:MATLAB12202

  • johon-lituobang/REDS_Central_Moments

    Robust estimations from distribution structures: Central moments.

    Language:R11301

  • 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++10200

  • intellhave/AMES

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

    Language:C8402
  • REGroup

    lokender/REGroup

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

    Language:Jupyter Notebook6100
  • MISRE

    MISRE/MISRE

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

    Language:Python6114

  • carlosloza/spindles-HMM

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

    Language:MATLAB4202

  • robinlau1981/fusion

    A Robust Dynamic Multi-Modal Data Fusion Algorithm

    Language:MATLAB3110

  • natsnyder1/CauchyFriendly

    multivariate cauchy estimator - a new and robust bayesian state estimation algorithm

    Language:Jupyter Notebook2100

  • AlexStead/rfrontier

    Stata package for robust stochastic frontier analysis

    Language:Stata1201

  • Andrewwango/femda

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python1300

  • HoudouinPierre/FEMDA

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python1100

  • xuxuesun/constrained_KF

    constrained estimation KF

    Language:MATLAB1100

  • guillemforto/revivals

    ⚖️ Robust Estimation for Variables with Influential VALues in Survey

    Language:R0000

  • mpokojovy/mdpd

    Minimum Density Power Divergence Estimation for Multivariate Datasets

    Language:R101