Julia-DataFrames-Tutorial
ISLR.jl
| Julia-DataFrames-Tutorial | ISLR.jl | |
|---|---|---|
| 2 | 2 | |
| 507 | 139 | |
| - | - | |
| 0.0 | 2.6 | |
| about 1 year ago | over 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | - |
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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
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
What are some alternatives?
Tidier.jl - Meta-package for data analysis in Julia, modeled after the R tidyverse.
ISLR-python - An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
IndexedTables.jl - Flexible tables with ordered indices
StatsWithJuliaBook
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 - Introduction to Statistical Learning
JuliaTutorials - Learn Julia via interactive tutorials!
islr-for-gis - A repository for the content that is used and generated while completing independent study on using statistical learning methods in GIS.
Julia-on-Colab - Notebook for running Julia on Google Colab
HypothesisTests.jl - Hypothesis tests for Julia
JuliaCall - Embed Julia in R
RigidBodySim.jl - Simulation and visualization of articulated rigid body systems in Julia