ISLR.jl
Julia-DataFrames-Tutorial
| ISLR.jl | Julia-DataFrames-Tutorial | |
|---|---|---|
| 2 | 2 | |
| 139 | 516 | |
| - | - | |
| 2.6 | 0.0 | |
| over 3 years ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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ISLR.jl
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An Introduction to Statistical Learning with Applications in Python
Honestly, I dont think they will have Julia version soon. I converted all the code in this book to Julia sometimes ago:
https://github.com/tndoan/ISLR.jl
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Tutorial on beginner inferential statistics?
Julia version of ISL https://github.com/tndoan/ISLR.jl
Julia-DataFrames-Tutorial
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Pandas vs. Julia – cheat sheet and comparison
To be clear on this: DataFrames, like most of the Julia ecosystem, follows SemVer. DataFrames 1.0 was released over two years ago (March 2021), and the API has been stable ever since.
Furthermore, Bogumil Kaminski, one of the main developers behind DataFrames, makes sure that the DataFrames tutorials he has created here (https://github.com/bkamins/Julia-DataFrames-Tutorial) are updated on every new release.
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How do I access a specific column/row based on the column name and/or row value with an indexed table?
Take a look at the these notebooks: https://github.com/bkamins/Julia-DataFrames-Tutorial
What are some alternatives?
ISLR-python - An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Tidier.jl - Meta-package for data analysis in Julia, modeled after the R tidyverse.
StatsWithJuliaBook
IndexedTables.jl - Flexible tables with ordered indices
ISLR - Introduction to Statistical Learning
Zygote-Mutating-Arrays-WorkAround.jl - A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.
islr-for-gis - A repository for the content that is used and generated while completing independent study on using statistical learning methods in GIS.
JuliaTutorials - Learn Julia via interactive tutorials!
HypothesisTests.jl - Hypothesis tests for Julia
JuliaCall - Embed Julia in R
Julia-on-Colab - Notebook for running Julia on Google Colab
RigidBodySim.jl - Simulation and visualization of articulated rigid body systems in Julia