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

AI challenger竞赛hourglass用于关键点检测

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

A Python package that performs stepwise forward and backward feature selection

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

Sharif-AI-Challenge2021 Client

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

[R] Statistical analysis of financial data conducted in R

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.

ExhaustiveSearch: A Fast and Scalable Exhaustive Feature Selection Framework

Shiny interface for growth model fit

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

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

Notes on statistical learning. Currently contains probability based models, parametric and non-parametric statistical tests.

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…

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

Baseball team data (1950~2017, 2 leagues) analysis via R as an assignment of stats lecture at univ.

An R package that performs stepwise forward and backward feature selection

MLR assignment