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performance

easystats /performance

💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

machine-learning performance r statistics models hacktoberfest mixed-models r2 aic easystats loo

UpdatedApr 22, 2025
R

UBC-MDS /RegscorePy

This is the repo for a python package that does model comparison between different regression models.

model regression bic aic model-comparison

UpdatedMar 18, 2018
Python

itisianlee /hg.aic.pytorch

AI challenger竞赛hourglass用于关键点检测

pytorch hourglass aic

UpdatedJan 25, 2018
Jupyter Notebook

UBC-MDS /PyPunisher

A Python package that performs stepwise forward and backward feature selection

python feature-selection bic aic

UpdatedAug 8, 2018
Python

anjalisilva /MPLNClust

R Package With Shiny App to Perform and Visualize Clustering of Count Data via Mixtures of Multivariate Poisson-log Normal Model

data-visualization model-selection data-simulation r-package mixture-model heatmaps bic posterior-probability aic model-based-clustering count-data icl shinyapp lineplot mcmc-em mpln-distribution variational-em aic3

UpdatedSep 18, 2024
R

arman-aminian /AIC21-Client-Python

Sharif-AI-Challenge2021 Client

python agent ai python-client aic aichallenge ant-challenge

UpdatedAug 20, 2021
Python

kdyson /R_Scripts

Helper R scripts for multiple PERMANOVA tests, AICc script for PERMANOVA, etc.

r ecology multivariate-regression adonis aic chisquare permanova indicator-species multipatt chisquare-test chisquared

UpdatedFeb 26, 2024
R

yousefkotp /Egyptian-Arabic-ASR-and-Diarization

The official submission from Speech Squad team for the MTC-AIC 2 competition of 2024 where an ASR model is developed tailored for the Egyptian dialect, utilizing the FastConformer architecture. Our four-stage training pipeline achieved a Mean Levenshtein Distance score of 9.58 on the test set.

deep-learning speech tts speech-synthesis speech-recognition speech-processing asr arabic-nlp aic speech-analysis egyptian egyptian-dialect arabic-speech-recognition egyptian-speech mtc-aic arabic-asr egypitan-asr

UpdatedMar 18, 2025
Jupyter Notebook

ericyung1998 /financial-analysis-r

[R] Statistical analysis of financial data conducted in R

r statistics arch optimization regression acf var arima financial-analysis anova garch aic normal-distribution expected-shortfall natural-splines exponential-distribution pacf qq-plot

UpdatedJan 31, 2022
R

RudolfJagdhuber /ExhaustiveSearch

ExhaustiveSearch: A Fast and Scalable Exhaustive Feature Selection Framework

machine-learning linear-regression mse feature-selection model-selection logistic-regression r-package aic exhaustive-search

UpdatedJan 22, 2021
C++

yashjshah /Employee-Data-Analysis

Analytical tool to help the company decide whether the employee will stay or not

r analytics analysis svm decision-making prediction predictive logistic-regression decision-trees predictive-modeling boruta predictive-analytics hypothesis-testing decision-tree decision-tree-classifier decision-tree-algorithm aic decision-tree-regression tree-pruning auc-roc-curve

UpdatedFeb 14, 2019
R

JonasVasconcelos /FiShiny

Shiny interface for growth model fit

bootstrap shiny-apps non-linear-regression aic population-dynamics chi-square-test growth-models r-for-everyone age-database fish-biology length-data

UpdatedAug 2, 2022
R

ArkaB-DS /regressionProjectIITK

This is a group project for MTH416A: Regression Analysis at IIT Kanpur

r prediction ozone ridge-regression rmse aic principal-components-regression shapiro-wilk vif auto-arima box-cox scree-plot scatterplot-matrix qq-plot breusch-pagan variance-decompotion-proportion alternating-conditional-expectation mallows-cp stepwise-selection multiple-time-series

UpdatedDec 3, 2021
R

AndersonPaschoalon /Simitar

pcap linear-regression sniffer iperf packet stochastic-process packet-capture network-traffic bic aic ditg traffic-generator synthetic-data libtins synthetic-traffic

UpdatedSep 7, 2020
C++

vaitybharati /P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset

Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…

python eda scatter-plot ols-regression statsmodels aic correlation-analysis collinearity-diagnostics heteroscedasticity p-values vif t-score multi-linear-regression residual-analysis cooks-distance r-square-values influence-plot homoscedasticity leverage-value

UpdatedJun 13, 2021
Jupyter Notebook

arsh-k /Natural-Time-Analysis-Taiwan

A natural time analysis of the Earthquake Cycles in Taiwan by evaluating EPS scores using R and Python.

kde aic mle-estimation nowcasting ks-test

UpdatedApr 30, 2021
Jupyter Notebook

UBC-MDS /punisheR

An R package that performs stepwise forward and backward feature selection

r feature-selection bic aic

UpdatedMar 20, 2018
R

Prem-98 /Multi-linear-regression

MLR assignment

math pandas seaborn matplotlib mlr regression-models aic influencer rsquare-values pyforest cooks-distance influencer-plot

UpdatedMay 20, 2021
Jupyter Notebook

vandomed /dvmisc

Convenience Functions, Moving Window Statistics, and Graphics

miscellaneous histograms bmi aic

UpdatedSep 13, 2023
R

zyxsjdy /Advanced-Communication-Theory-CSP21-IMPERIAL

Coursework for Advanced Communication Theory at IMPERIAL, 2021

mdl aic probability-density-function imperial-college-london selection-combining advanced-communication-theory localisation-of-wireless-signals multipath-spatiotemporal-simo-wireless-systems max-ratio-combining m-sequences gold-sequences uniform-circular-array

UpdatedJul 19, 2024
MATLAB

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