An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
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Oct 27, 2022 - Jupyter Notebook
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Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging
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Jul 20, 2024 - Jupyter Notebook
Porting the R code in ISL to python. Labs and exercises
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Aug 15, 2022 - Jupyter Notebook
Solutions to exercises from Introduction to Statistical Learning (ISLR 1st Edition)
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Sep 19, 2022
Complete solutions & exercises for "An Introduction to Statistical Learning with Applications in R second edition"
r statistical-learning bookdown islr statistical-leaning intro-to-statistical-learning islr-book introduction-to-statistical-learning islr-applied-exercises
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Jan 3, 2025 - CSS
Introduction to Statistical Learning with R을 Python으로
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Nov 25, 2017 - Jupyter Notebook
This repository contains the solutions to the exercises and labs from the book "An Introduction to Statistical Learning Second Edition".
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Jul 9, 2023 - Jupyter Notebook
An Introduction to Transparent Machine Learning
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Feb 6, 2024 - Jupyter Notebook
An Introduction to Transparent Machine Learning
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Jun 24, 2025 - Jupyter Notebook
Introduction to Statistical Learning with Application in R[This repo converts the lab solutions and exercise in python]
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Jun 3, 2019 - Jupyter Notebook
Labs from An Introduction to Statistical Learning
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Apr 17, 2018 - Jupyter Notebook
R and Python notebooks code for 'An Introduction to Statistical Learning with Applications in R'
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Jun 3, 2018 - HTML
A bookdown template for solutions to Introduction to Statistical Learning second edition
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Oct 13, 2022 - CSS
An Anki Deck for "An Introduction to Statistical Learning with Applications in R"
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Aug 5, 2020
It can recognize both static ISL hand gesture and dynamic ISL hand gesture in video stream.
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Jan 21, 2021 - Jupyter Notebook
R Utility Codes, Plots, Machine Learning
charts machine-learning ggplot2 r datatables machine-learning-algorithms plotly fileuploader rshiny dashboards multipage-application histograms islr sliders rpoc rtrendline rplotly
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Nov 2, 2017 - R
Introduction to Statistical Learning by Gareth James et al.
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Aug 27, 2020
A repository based on my notes and codes in Python from the book Introduction to Statistical Learning
python random-forest notebook numpy scikit-learn jupyter-notebook regression pandas xgboost classification matplotlib polynomial-regression regression-models islr boosting visulaization
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Aug 19, 2020 - Jupyter Notebook
Various Statistical and Machine Learning Algorithms of ISLR book, Implemented in R.
r random-forest svm linear-regression machine-learning-algorithms statistical-learning logistic-regression decision-trees knn islr
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Apr 26, 2019 - R
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