robust-statistics

There are 63 repositories under robust-statistics topic.

  • parameters

    easystats/parameters

    :bar_chart: Computation and processing of models' parameters

    Language:R4141356737
  • statsExpressions

    IndrajeetPatil/statsExpressions

    Tidy data frames and expressions with statistical summaries 📜

    Language:R307810619

  • Enigma-li/SketchCNN

    Robust freeform surface modeling from user 2d sketches.

    Language:Python985327
  • 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:MATLAB80221133

  • Alcampopiano/hypothesize

    Robust statistics in Python

    Language:Python623143

  • neel-dey/robust-nmf

    Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."

    Language:Python572113

  • google/trimmed_match

    This Python library implements Trimmed Match for analyzing randomized paired geo experiments and also implements Trimmed Match Design for designing randomized paired geo experiments.

    Language:Python567320

  • nt-williams/lmtp

    :package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:

    Language:R5569116

  • FilippoBovo/robustats

    Robustats is a Python library for high-performance computation of robust statistical estimators.

    Language:C4821110

  • jbytecode/LinRegOutliers

    Direct and robust methods for outlier detection in linear regression

    Language:Julia425255

  • glevv/obscure_stats

    A small collection of lesser-known statistical measures

    Language:Python34215

  • baggepinnen/TotalLeastSquares.jl

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

    Language:Julia31473
  • Delicatessen

    pzivich/Delicatessen

    Delicatessen: the Python one-stop sandwich (variance) shop

    Language:Python221332

  • tlverse/causalglm

    Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

    Language:R22310

  • tubanlee/REDS_Invariant_Moments

    Robust estimations from distribution structures: Invariant moments.

    Language:R22402

  • tubanlee/REDS_Mean

    Robust estimations from distribution structures: Mean.

    Language:R22403

  • SewoongLab/spectre-defense

    Defending Against Backdoor Attacks Using Robust Covariance Estimation

    Language:Python20245

  • syrte/robustgp

    Robust Gaussian Process with Iterative Trimming

    Language:Jupyter Notebook20415

  • nhejazi/txshift

    :package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

    Language:R136263

  • bflammers/ANN2

    Neural Networks package for R with a fast C++ back-end and special support for unsupervised anomaly detection using autoencoders

    Language:C++112103

  • nt-williams/adjrct

    Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions :pill:

    Language:R11290

  • 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

  • tubanlee/REDS_Central_Moments

    Robust estimations from distribution structures: Central moments.

    Language:R10301

  • microprediction/embarrassingly

    robust optimization

    Language:Python8313

  • robinlau1981/dmapf

    Robust particle filter based on dynamic averaging of multiple noise models

    Language:MATLAB8100

  • SewoongLab/RobustMetaLearningMLR

    This project contains the code for the paper accepted at NeurIPS 2020 - Robust Meta-learning for Mixed Linear Regression with Small Batches.

    Language:Python8203

  • nickk124/robust-outlier-rejection

    Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.

    Language:C++7301

  • abhianik/dpdSIS

    Robust Sure Independence Screening using the Minimum Density Power Divergence Estimators

    Language:R6101

  • blind-contours/CVtreeMLE

    :deciduous_tree: :dart: Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation

    Language:R63311
  • REGroup

    lokender/REGroup

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

    Language:Jupyter Notebook6100

  • bschulz81/robustregression

    a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.

    Language:C++5103

  • yaniv-shulman/rsklpr

    Robust locally weighted multiple regression in Python

    Language:Python5200

  • dakep/pense-rpkg

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

    Language:C++4272

  • Mamba413/ROOM

    Robust Offline Reinforcement Learning with Heavy-Tailed Rewards

    Language:Python4101
  • eeg_commander

    sjburwell/eeg_commander

    MATLAB pipeline for easy-to-program automated pre-processing of electroencephalogram (EEG) data using independent component analysis and statistically-robust detection of artifacts.

    Language:MATLAB4202
  • Lmo

    jorenham/Lmo

    Trimmed L-moments and L-comoments for robust statistics.

    Language:Python33431