Julia-DataFrames-Tutorial
Zygote-Mutating-Arrays-WorkAround.jl
| Julia-DataFrames-Tutorial | Zygote-Mutating-Arrays-WorkAround.jl | |
|---|---|---|
| 2 | 1 | |
| 507 | 29 | |
| - | - | |
| 0.0 | 0.0 | |
| 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
Zygote-Mutating-Arrays-WorkAround.jl
What are some alternatives?
Tidier.jl - Meta-package for data analysis in Julia, modeled after the R tidyverse.
JuliaTutorials - Learn Julia via interactive tutorials!
IndexedTables.jl - Flexible tables with ordered indices
Unitful.jl - Physical quantities with arbitrary units
ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
DataScience - Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
NonlinearSolve.jl - High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
Julia-on-Colab - Notebook for running Julia on Google Colab
AeroSandbox - Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
JuliaCall - Embed Julia in R
Zygote-Mutating-Arrays-WorkArou