statistical-learning

While I try to learn statistics

Disciplina sobre métodos e abordagens de análises de dados em Ecologia, oferecida conjuntamente para alunos avançados da graduação e de pós-graduação

These are the custom assignments based on book Introduction to Statistical Learning in R

This repository contains the 6 projects of Statistical Learning studied at UIUC.

Exploratory Data Analysis of the Stackexchange datasets using python

Python code of Introduction to Statistical Learning

Utilizing Support Vector Regression for Time Series Forecasting

Python implemented solution to exercises in the 'introduction to statistical learning with R' textbook

Descriptive Statistics and Probability Distributionsの日本語版リポジトリ　Japanese version of a published repository "Descriptive Statistics and Probability Distributions"

Accessible implementation of statistical learning algorithms, non-parametric and high-dimensional methods.

Python package for data augmentation inspired by Mixup: Beyond Empirical Risk Minimization

Implementation of ISLR labs, exercises in Python

Scientific research modelling the fish physico-thermal habitat with a functional regression model.

Time series analysis of the car sales in italy using HWES (Holt-Winter's exponential smoothing), SARIMA (Seasonal Autoregressive Integrated Moving Average) and SARIMAX (Seasonal Autoregressive Integrated Moving Average with exogenous regressor) models

Analysis and modelling of effort-based choice in economic decision-making

A notebook-based machine learning lab for algorithm learning and visualization.

This repository contains coursework and project materials for an advanced course on Information Theory, Statistics, and Learning. It includes problem set solutions and a final project that estimates information flow (mutual information) in deep neural networks and examines its behavior under distributional shift.

This repository provides the information on Statistical Process Control and Rational Subgrouping

Slides, exercises, and exams for my course "Statistical Learning with R" (Ecole Normale Supérieure Paris-Saclay, 2023)