datashader
plotnine
datashader | plotnine | |
---|---|---|
1 | 36 | |
3,212 | 3,841 | |
0.7% | - | |
7.9 | 9.6 | |
8 days ago | 7 days ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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datashader
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Lets-Plot: An open-source plotting library by JetBrains
If you use Julia, Makie crushes this use case and comes with great Python interop.
https://github.com/holoviz/datashader is a good one in the Python ecosystem.
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 doesn’t 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?
plotly.rs - Plotly for Rust
seaborn - Statistical data visualization in Python
PyQtGraph - Fast data visualization and GUI tools for scientific / engineering applications
matplotlib - matplotlib: plotting with Python
pygg - ggplot2 syntax in python. Actually wrapper around Wickham's ggplot2 in R
Altair - Declarative statistical visualization library for Python
Pipe - A Python library to use infix notation in Python
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
pyrasterize - A software 3d rasterizer for pygame (no other dependencies, e.g. numpy)
ggplot - ggplot port for python
implot - Immediate Mode Plotting
bokeh - Interactive Data Visualization in the browser, from Python