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Top 23 Python Plotting Projects
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Take a look at Bokeh. https://bokeh.org/
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Let's take a small subset i.e 20 data points of our prediction and compare it with actual output using matplotlib library
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InfluxDB
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scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
I had the same problem until I found this tutorial:
https://github.com/rougier/matplotlib-tutorial
If you wan something deeper the same person has written a book:
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Project mention: Show HN: Open-Source No-Code Platform for Machine Learning and Data Science | news.ycombinator.com | 2023-01-01
Honestly, I think ML should always involve at least a little bit of coding, which would be more practical. That said, this looks reasonable, good playground for experiment.
A good similar product is Orange: https://orangedatamining.com/
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Project mention: Is R or Python an EASIER option for non-CS/SE grads? | reddit.com/r/datascience | 2022-12-12
You could use plotnine if you like the grammar of graphics concept: https://plotnine.readthedocs.io/en/stable/
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For more small wins in open source, the Spotify team added an article I wrote about Spotify's Chartify as an official resource. I was also able to make a tiny doc fix to Microsoft Power BI's documentation. This is a tool I use a lot, so saying this felt awesome would be an understatement.
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Project mention: Excel (or other) summary stats for algo performance? | reddit.com/r/algotrading | 2022-08-28
IMO can’t do better than QuantStats https://github.com/ranaroussi/quantstats
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
Project mention: Seeking library recommendation for 3D visualization of crystal structure | reddit.com/r/Python | 2022-11-06Two similar alternatives you could look at are PyVista which is based on the same framework as Mayavi and VisPy. Mayavi is strongly dependent on the whole Enthought suite which can be a disadvantage if you don’t really use its abilities.
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Project mention: $SPY(blue) and $QQQ(pink) Daily Percentage Returns since 1999 | reddit.com/r/algotrading | 2022-09-10
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MetPy
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
In a similar vein, if you're looking for something super quick just to play around with, MetPy's collection of testing data has a few csv files you could quickly split up into multiple separate files. These files are primarily for internal use, so are subject to change or disappear if needed.
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ipyvizzu
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
Project mention: Show HN: Build, present and share animated data stories in Jupyter Notebook | news.ycombinator.com | 2022-08-14We built this presentation extension of our open-source charting tool ipyvizzu (https://github.com/vizzuhq/ipyvizzu) because we learnt from the interviews and feedback from data scientists that they struggle with presenting and sharing the results of their analysis with less tech savvy people.
Here's a live example: https://vizzuhq.github.io/ipyvizzu-story/examples/demo/ipyvi...
What do you think?
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machinaris
An easy-to-use WebUI for crypto plotting and farming. Offers Plotman, MadMax, Chiadog, Bladebit, Farmr, and Forktools in a Docker container. Supports Chia, MMX, Chives, Flax, HDDCoin, and BPX among others.
Greetings! I'm the author of Machinaris. Sorry to hear you are encountering an issue with plotting. You mentioned the Bladebit wiki page, but please also try the troubleshooting steps. Feel free to drop into the Discord for additional help.
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Project mention: I got tired of handcrafting matplotlib styles everytime, so I made a small library to make it much simpler to define themes and load existing ones. | reddit.com/r/Python | 2022-08-10
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Project mention: A command line tool that draw plots on the terminal | news.ycombinator.com | 2023-01-12
Check out plotille: https://github.com/tammoippen/plotille
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The PyX's github repo [0] shows fairly low activity recently. The last commit was on November 21, 2021 (almost a year ago). I am curious whether PyX is in a maintenance mode?
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SaaSHub
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-01-26.
Python Plotting related posts
- Bladebit on Machinaris - anyone got it working?
- Is R or Python an EASIER option for non-CS/SE grads?
- Every modeler is supposed to be a great Python programmer
- Why has nobody ported ggplot to Python?
- What's New in Matplotlib 3.6.0
- $SPY(blue) and $QQQ(pink) Daily Percentage Returns since 1999
- A layered grammar of graphics (2010)
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A note from our sponsor - InfluxDB
www.influxdata.com | 28 Jan 2023
Index
What are some of the best open-source Plotting projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | bokeh | 17,141 |
| 2 | matplotlib | 16,758 |
| 3 | scientific-visualization-book | 8,731 |
| 4 | orange | 3,907 |
| 5 | plotnine | 3,328 |
| 6 | chartify | 3,262 |
| 7 | quantstats | 2,713 |
| 8 | pyvista | 1,626 |
| 9 | mplcyberpunk | 1,208 |
| 10 | MetPy | 985 |
| 11 | ipyvizzu | 742 |
| 12 | mpmath | 713 |
| 13 | termplotlib | 548 |
| 14 | pandastable | 526 |
| 15 | flopy | 391 |
| 16 | machinaris | 329 |
| 17 | CMasher | 300 |
| 18 | aquarel | 248 |
| 19 | plotille | 219 |
| 20 | dufte | 201 |
| 21 | EOmaps | 197 |
| 22 | pyx | 84 |
| 23 | tablexplore | 82 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com