Frustration-One-Year-With-R
plotnine
Frustration-One-Year-With-R | plotnine | |
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16 | 36 | |
621 | 3,828 | |
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2.9 | 9.6 | |
10 months ago | 9 days ago | |
Python | ||
- | MIT License |
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Frustration-One-Year-With-R
- Will R be replaced by python in the coming years in industry for data analysis based bioinformatics (ie omics, NGS analysis)
- O que acham da linguagem R?
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What would you recommend for a mathematician and R person who really sucks at software/computing to learn Python as well? Or: how is Python so much more difficult than R?
python is a lot more consistent than R. it doesn't have most of the bullshit detailed here: https://github.com/ReeceGoding/Frustration-One-Year-With-R
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Modeling and simulation is where itโs at
See my friend's essay about it.
- Frustration: One Year with R
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donโt
A friend of mine wrote a [recently viral R takedown](https://github.com/ReeceGoding/Frustration-One-Year-With-R) that shocked people in the same way.
- An R user writes down his frustration
- One Year with R
plotnine
- FLaNK AI Weekly 18 March 2024
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A look at the Mojo language for bioinformatics
To your last point, have you tried plotnine? It's meant to be ggplot2 for python.
https://github.com/has2k1/plotnine
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Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
plotnine - A grammar of graphics for Python based on ggplot2.
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Top 10 growing data visualization libraries in Python in 2023
Github: https://github.com/has2k1/plotnine
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Lets-Plot: An open-source plotting library by JetBrains
This seems quite similar to plotnine [0], which also provides a grammar of graphics interface for Python. That said, I love ggplot and I can't wait to use this in my research! I hope we can port/re-implement ggthemes, scientificplots [1], and other ggplot libraries for lets-plot.
0: https://plotnine.readthedocs.io/en/stable/
1: https://github.com/garrettj403/SciencePlots
- When would you use R instead of Python?
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[P] Easily make complex plots using ChatGPT [open source]
There is [plotnine](https://plotnine.readthedocs.io/en/stable/) which tries to implement ggplot in Python.
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Is R or Python an EASIER option for non-CS/SE grads?
You could use plotnine if you like the grammar of graphics concept: https://plotnine.readthedocs.io/en/stable/
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Every modeler is supposed to be a great Python programmer
> Python doesnโt yet have anything remotely close to ggplot for rapidly making exploratory graphics, for example.
Plug for plotnine (https://plotnine.readthedocs.io/en/stable/). I don't know R but use ggplot indirectly through this library for exploratory data analysis, and comparing the experience to any other python plotting library, I understand why R folks are usually so sad to be using Python.
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Why has nobody ported ggplot to Python?
They have, https://plotnine.readthedocs.io/en/stable/
What are some alternatives?
review-tuxedo-pulse-15-gen1 - A review of the Tuxedo Pulse 15 (Gen 1).
seaborn - Statistical data visualization in Python
dtplyr - Data table backend for dplyr
matplotlib - matplotlib: plotting with Python
tidyr - Tidy Messy Data
Altair - Declarative statistical visualization library for Python
mech - ๐ฆพ Main repository for the Mech programming language. Start here!
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
cheatsheets - Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
ggplot - ggplot port for python
forcats - ๐๐๐๐: tools for working with categorical variables (factors)
bokeh - Interactive Data Visualization in the browser, from Python