robust-statistics | Topic | Ecosyste.ms: Repos

Topic: "robust-statistics"

easystats/parameters

:bar_chart: Computation and processing of models' parameters

Language: R - Size: 113 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 475 - Forks: 40

IndrajeetPatil/statsExpressions

Tidy data frames and expressions with statistical summaries 📜

Language: R - Size: 39.7 MB - Last synced at: 3 days ago - Pushed at: 25 days ago - Stars: 314 - Forks: 20

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: MATLAB - Size: 941 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 93 - Forks: 42

Enigma-li/SketchCNN

Robust freeform surface modeling from user 2d sketches.

Language: Python - Size: 42 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 91 - Forks: 24

nt-williams/lmtp

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

Language: R - Size: 3.17 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 74 - Forks: 24

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: Python - Size: 4.48 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 69 - Forks: 24

Alcampopiano/hypothesize

Robust statistics in Python

Language: Python - Size: 5.2 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 67 - Forks: 4

FilippoBovo/robustats

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

Language: C - Size: 48.8 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 10

jbytecode/LinRegOutliers

Direct and robust methods for outlier detection in linear regression

Language: Julia - Size: 1.55 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 48 - Forks: 6

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: Python - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 12

glevv/obscure_stats

A small collection of lesser-known statistical measures

Language: Python - Size: 694 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 42 - Forks: 5

baggepinnen/TotalLeastSquares.jl

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

Language: Julia - Size: 106 KB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 4

pzivich/Delicatessen

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

Language: Python - Size: 3.13 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 27 - Forks: 4

tlverse/causalglm

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

Language: R - Size: 7.27 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 0

syrte/robustgp

Robust Gaussian Process with Iterative Trimming

Language: Jupyter Notebook - Size: 910 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 23 - Forks: 5

tubanlee/REDS_Mean

Robust estimations from distribution structures: Mean.

Language: R - Size: 6.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 3

tubanlee/REDS_Invariant_Moments

Robust estimations from distribution structures: Invariant moments.

Language: R - Size: 22.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 2

msalibian/RobStatTM

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

Language: R - Size: 9.59 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 17 - Forks: 7

SewoongLab/spectre-defense

Defending Against Backdoor Attacks Using Robust Covariance Estimation

Language: Python - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 5

nhejazi/txshift

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

Language: R - Size: 2.32 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 14 - Forks: 5

bflammers/ANN2

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

Language: C++ - Size: 128 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 3

tubanlee/REDS_Central_Moments

Robust estimations from distribution structures: Central moments.

Language: R - Size: 8.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1

jorenham/Lmo

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

Language: Python - Size: 5.41 MB - Last synced at: 1 day ago - Pushed at: 26 days ago - Stars: 9 - Forks: 1

yaniv-shulman/rsklpr

Robust locally weighted multiple regression in Python

Language: Python - Size: 61.1 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0

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 at: about 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 0

nt-williams/adjrct

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

Language: R - Size: 370 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 0

microprediction/embarrassingly

robust optimization

Language: Python - Size: 817 KB - Last synced at: about 8 hours ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

yoshiya-usui/TRACMT

Robust transfer function analysis code for magnetotellurics

Language: C++ - Size: 209 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

nickk124/robust-outlier-rejection

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

Language: C++ - Size: 18.6 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

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: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 3

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++ - Size: 233 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 4

blind-contours/CVtreeMLE

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

Language: R - Size: 127 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 2

abhianik/dpdSIS

Robust Sure Independence Screening using the Minimum Density Power Divergence Estimators

Language: R - Size: 69.3 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

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: MATLAB - Size: 299 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

lokender/REGroup

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

Language: Jupyter Notebook - Size: 101 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

robinlau1981/dmapf

Robust particle filter based on dynamic averaging of multiple noise models

Language: MATLAB - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0

dmetivie/RobustMeans.jl

Implement some Robust Mean Estimators

Language: Julia - Size: 179 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2

Mamba413/ROOM

Robust Offline Reinforcement Learning with Heavy-Tailed Rewards

Language: Python - Size: 958 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

cran-task-views/Robust

CRAN Task View: Robust Statistical Methods

Size: 58.6 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

mwelz/robcat

Robust Categorical Data Analysis

Language: C++ - Size: 12.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

tjhunter/levy-stable-jax

Lévy's alpha-stable distribution for the Jax numerical framework

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

slugrustle/numerical_routines

Various numerical routines in C and C++

Language: C++ - Size: 10.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

ChristianGoueguel/ConfidenceEllipse

The ConfidenceEllipse package provides functions for computing the coordinate points of confidence ellipses and ellipsoids for a given bivariate and trivariate dataset, at user-defined confidence level.

Language: R - Size: 13.5 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

QuantumOfMoose/complexlm

An R package containing tools for linear fitting of complex variables. Includes ordinary least squares and M-estimator robust functions.

Language: R - Size: 1.49 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

MothNik/robust_fourier

Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

Language: Python - Size: 28 MB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

dmetivie/Robust-Randomized-Quasi-Monte-Carlo-paper-code

Code of the paper The Robust Randomized Quasi Monte Carlo method, applications to integrating singular functions by E. Gobet M. Lerasle and D. Métivier

Language: HTML - Size: 1010 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

EmamulHossen/FeatureTransformation-Assignment-

Feature transformation is a technique in machine learning that changes the way features are represented in order to improve the performance of machine learning algorithms. This can be done by transforming the features to a different scale, removing outliers, or creating new features from existing

Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

jfosea/rsisVIVE

This is an R package I developed to estimate the causal effect of an exposure on an outcome when there's invalid instruments and large proportions of contamination.

Language: R - Size: 4.4 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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: Python - Size: 16.6 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

andleb/230Afinal

UC Berkeley STAT230A Spring 2022 final project - Replication of Michalopoulos: The Origins of Ethnolinguistic Diversity

Language: Jupyter Notebook - Size: 47.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

EliasRaninen/BASIC

Code for the paper E. Raninen and E. Ollila, "Bias Adjusted Sign Covariance Matrix," in IEEE Signal Processing Letters, vol. 29, pp. 339-343, 2022, doi: 10.1109/LSP.2021.3134940.

Language: MATLAB - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

HoudouinPierre/FEMDA

Language: Python - Size: 48.8 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

QuantumOfMoose/MASS Fork of cran/MASS

This is a fork of cran/MASS with a modified rlm function that can handle complex valued data.

Language: R - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0