Chain.jl
StatsPlots.jl
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Chain.jl | StatsPlots.jl | |
---|---|---|
8 | 2 | |
346 | 424 | |
- | 1.4% | |
4.2 | 5.5 | |
2 months ago | 2 months ago | |
Julia | Julia | |
MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Chain.jl
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Pains of Julia compared to python
The [Chain.jl package](https://github.com/jkrumbiegel/Chain.jl) is becoming idiomatic for these kind of pipelines.
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Transition from R Tidyverse to Julia (VS Code)
If you do have tabular data in a dataframe you have a few options for data manipulation, the most popular packages are probably DataFramesMeta and Query, although in my opinion the best way to manipulate dataframes is with the functions built in to DataFrames.jl and using a package like Chain.jl or Pipe.jl to pipe the functions into each other like magrittr in R.
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The (updated) history of the pipe operator in R
The Julia community built a better piping method than any other language has AFAIK: Chain.jl.
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What are some of your favourite macros?
@chain and @match.
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Why is piping so well-accepted in the R community compared to those in Julia and Python?
Have you ever tried Infiltrator.jl and Chain.jl?
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https://np.reddit.com/r/Julia/comments/nnu6if/julia_object_oriented_programming_with_dot/h0anaru/
You are right. However, sometimes well used is very useful, and readable. One suggestion, in Julia I suggest Chain.jl, because it allows intercalate easily the output for debugging:
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Julia Update: Adoption Keeps Climbing; Is It a Python Challenger?
I also like pipe syntax and I've found there is nice support for it in Julia. There are some nice packages to improve it over base [1].
Have you checked queryverse [2]?
[1] https://github.com/jkrumbiegel/Chain.jl
StatsPlots.jl
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What did I do to anger the Julia spirits? (issues with filter function)
you might also be interested in looking at the StatsPlots package, which includes macros for plotting from dataframes. Can be useful.
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Julia Update: Adoption Keeps Climbing; Is It a Python Challenger?
https://github.com/JuliaPlots/StatsPlots.jl
What are some alternatives?
Pipe.jl - An enhancement to julia piping syntax
Dash.jl - Dash for Julia - A Julia interface to the Dash ecosystem for creating analytic web applications in Julia. No JavaScript required.
Genie.jl - 🧞The highly productive Julia web framework
AlgebraOfGraphics.jl - Combine ingredients for a plot
Revise.jl - Automatically update function definitions in a running Julia session
PaddedViews.jl - Add virtual padding to the edges of an array
JLD2.jl - HDF5-compatible file format in pure Julia
Transformers.jl - Julia Implementation of Transformer models
VegaLite.jl - Julia bindings to Vega-Lite
Infiltrator.jl - No-overhead breakpoints in Julia
org-mode - This is a MIRROR only, do not send PR.