Zygote-Mutating-Arrays-WorkAround.jl
Julia-DataFrames-Tutorial
| Zygote-Mutating-Arrays-WorkAround.jl | Julia-DataFrames-Tutorial | |
|---|---|---|
| 1 | 2 | |
| 29 | 507 | |
| - | - | |
| 0.0 | 0.0 | |
| over 3 years ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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Zygote-Mutating-Arrays-WorkAround.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?
JuliaTutorials - Learn Julia via interactive tutorials!
Tidier.jl - Meta-package for data analysis in Julia, modeled after the R tidyverse.
Unitful.jl - Physical quantities with arbitrary units
IndexedTables.jl - Flexible tables with ordered indices
DataScience - Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
NonlinearSolve.jl - High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
AeroSandbox - Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
Julia-on-Colab - Notebook for running Julia on Google Colab
Zygote-Mutating-Arrays-WorkArou
JuliaCall - Embed Julia in R