Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: robust-statistics
easystats/parameters
:bar_chart: Computation and processing of models' parameters
Language: R - Size: 88.9 MB - Last synced: about 4 hours ago - Pushed: 1 day ago - Stars: 403 - Forks: 38
glevv/obscure_stats
A small collection of lesser-known statistical measures
Language: Python - Size: 309 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 34 - Forks: 5
IndrajeetPatil/statsExpressions
Tidy data frames and expressions with statistical summaries 📜
Language: R - Size: 36.5 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 307 - Forks: 19
nt-williams/lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Language: R - Size: 2.84 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 53 - Forks: 14
Alcampopiano/hypothesize
Robust statistics in Python
Language: Python - Size: 5.2 MB - Last synced: 6 days ago - Pushed: 10 months ago - Stars: 62 - Forks: 3
tjhunter/levy-stable-jax
Lévy's alpha-stable distribution for the Jax numerical framework
Language: Jupyter Notebook - Size: 5.76 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0
baggepinnen/TotalLeastSquares.jl
Solve many kinds of least-squares and matrix-recovery problems
Language: Julia - Size: 106 KB - Last synced: 5 days ago - Pushed: 7 months ago - Stars: 31 - Forks: 3
pzivich/Delicatessen
Delicatessen: the Python one-stop sandwich (variance) shop
Language: Python - Size: 3.57 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 21 - Forks: 2
jorenham/Lmo
Trimmed L-moments and L-comoments for robust statistics.
Language: Python - Size: 3.74 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 3 - Forks: 1
yaniv-shulman/rsklpr
Robust locally weighted multiple regression in Python
Language: Python - Size: 37.7 MB - Last synced: 19 days ago - Pushed: 26 days ago - Stars: 5 - Forks: 0
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: 2 days ago - Pushed: 12 months ago - Stars: 55 - Forks: 20
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: MATLAB - Size: 904 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 73 - Forks: 30
FilippoBovo/robustats
Robustats is a Python library for high-performance computation of robust statistical estimators.
Language: C - Size: 48.8 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 48 - Forks: 9
jbytecode/LinRegOutliers
Direct and robust methods for outlier detection in linear regression
Language: Julia - Size: 1.08 MB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 42 - Forks: 5
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
tubanlee/REDS_Invariant_Moments
Robust estimations from distribution structures: Invariant moments.
Language: R - Size: 22.8 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 22 - Forks: 2
mwelz/robcat
Robust analysis of categorical data
Language: C++ - Size: 8.27 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0
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: about 1 month ago - Pushed: 4 months ago - Stars: 3 - Forks: 2
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: 1.42 MB - Last synced: 3 days ago - Pushed: 5 months ago - Stars: 1 - Forks: 0
dmetivie/RobustMeans.jl
Implement some Robust Mean Estimators
Language: Julia - Size: 82 KB - Last synced: 13 days ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0
cran-task-views/Robust
CRAN Task View: Robust Statistical Methods
Size: 58.6 KB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0
blind-contours/CVtreeMLE
:deciduous_tree: :dart: Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation
Language: R - Size: 127 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 1
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: about 2 months ago - Pushed: about 2 years ago - Stars: 17 - 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: 4 days ago - Pushed: over 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: 29 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
microprediction/embarrassingly
robust optimization
Language: Python - Size: 817 KB - Last synced: 14 days ago - Pushed: over 3 years ago - Stars: 8 - Forks: 3
syrte/robustgp
Robust Gaussian Process with Iterative Trimming
Language: Jupyter Notebook - Size: 910 KB - Last synced: 14 days ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 5
gregtozzi/north_carolina_crime
An Econometric Analysis of North Carolina Crime Data from 1987
Language: R - Size: 1.17 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 1 - 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: about 1 month ago - Pushed: about 2 months ago - Stars: 7 - Forks: 1
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: 19 days ago - Pushed: 19 days ago - Stars: 4 - Forks: 2
Mamba413/ROOM
Robust Offline Policy Evaluation and Optimization with Heavy-Tailed Rewards
Language: Python - Size: 955 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0
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: 3 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0
mpokojovy/PPcovMcd
A robust deterministic affine-equivariant algorithm for multivariate location and scatter
Language: R - Size: 516 KB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
mpokojovy/CSDA2022
A robust deterministic affine-equivariant algorithm for multivariate location and scatter - Supplemental R Code for Pokojovy & Jobe (2022) CSDA Paper
Language: Common Lisp - Size: 203 KB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
Enigma-li/SketchCNN
Robust freeform surface modeling from user 2d sketches.
Language: Python - Size: 42 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 91 - Forks: 24
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: 981 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - 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: 9 months ago - Pushed: almost 2 years ago - Stars: 8 - 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: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
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: 6 months ago - Pushed: over 3 years ago - Stars: 10 - Forks: 3
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: 10 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
SewoongLab/spectre-defense
Defending Against Backdoor Attacks Using Robust Covariance Estimation
Language: Python - Size: 42 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 16 - Forks: 5
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: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0
slugrustle/numerical_routines
Various numerical routines in C and C++
Language: C++ - Size: 10.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0
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: 9 months ago - Pushed: over 3 years ago - Stars: 7 - Forks: 3
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: about 1 year ago - Pushed: over 2 years ago - Stars: 8 - Forks: 0
StefHerregods/thesis_MultiverseAnalysis
Simple multiverse analysis simulations, visualizations and inference techniques.
Language: R - Size: 31.9 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
nhejazi/txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
Language: R - Size: 2.2 MB - Last synced: 5 months ago - Pushed: 8 months ago - Stars: 12 - Forks: 4
anishacharya/Optimization-Mavericks
This repository provides a unified framework to perform Optimization experiments across Stochastic, Mini-Batch, Decentralized and Federated Setting.
Language: Roff - Size: 8.62 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
seherkuutlu/Robust-Statistics
Bazı konum kestiricileri hesaplanmıştır.
Language: Jupyter Notebook - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
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: about 1 year ago - Pushed: over 4 years ago - Stars: 44 - Forks: 12
abhianik/dpdSIS
Robust Sure Independence Screening using the Minimum Density Power Divergence Estimators
Language: R - Size: 69.3 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1
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: 4 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
frederic-santos/compendium-santos-2020-jasrep
A research compendium for an article published in JAS:Reports (2020), "Modern methods for old data: An overview of some robust methods for outliers detection with applications in osteology".
Language: TeX - Size: 1.51 MB - Last synced: 12 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
robinlau1981/dmapf
Robust particle filter based on dynamic averaging of multiple noise models
Language: MATLAB - Size: 27.3 KB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 5 - Forks: 0
