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Top 12 Python Interactive Projects
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
Depending on the nature of your reporting requirements, you could output a formatted Excel document with Python and a library such as openpyxl, and shove that into your SharePoint environment. This would be less dynamic than PBI reports can be, but may be sufficient. If you want viz as well, you can use something like ggplot or Plotly. Again, less dynamic than PBI for the same effort.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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interactive-deep-colorization
Deep learning software for colorizing black and white images with a few clicks.
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Project mention: GitHub - julvo/reloading: Change Python code while it's running without losing state | reddit.com/r/Python | 2022-11-30
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TkinterMapView
A python Tkinter widget to display tile based maps like OpenStreetMap or Google Satellite Images.
You can also try TkinterMapView if you want to have the map in a GUI instead of a webpage.
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Project mention: Quibbler: A new real fun package for interactive data analysis | reddit.com/r/Python | 2023-01-05
I have been playing with this new open-source package for interactive data analysis called Quibbler (https://github.com/Technion-Kishony-lab/quibbler). Real fun to use and very little to learn - it just magically brings your standard Python code and analysis to life - automatically making your analysis and plots live and interactive! If you are interested in interactive data analysis/exploration with Python, I recommend trying it out.
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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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ipyvizzu-story
Build, present and share animated data stories in Jupyter Notebook and similar environments.
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Project mention: I have developed an AI-powered photo editor using PyQt6 integrating a number of state-of-the-art PyTorch models. I hope this editor will be useful for academia, ML research, hobby projects, and testing new state-of-the-art PyTorch models for image manipulation. | reddit.com/r/Python | 2022-12-06
GitHub: https://github.com/p-ranav/PhotoLab
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PyTorchRelevancePropagation
A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
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Project mention: What physics and math software that physicists/mathematicians think are good to have? | reddit.com/r/Physics | 2022-07-07
Try out MagnetiCalc if you want to interactively play with the magnetic field.
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This weekend I've started to make tiny progress on my library "tunel," which means as it sounds - an elegant derivation of "tunneL' so you can imagine we are doing lots of tricks with ssh! It currently offers (and this will be extended) developer interfaces for HPC! -> https://github.com/vsoch/tunel. So far I have a few apps ready to go for standard slurm and/or singularity via sockets, and I should be adding an HTCondor launcher next. After that I plan to develop "app templates" so anyone can easily make an app that will easily run via HPC. If anyone knows of an existing tool for some visualization / monitoring or other that they would like me to investigate as an app, please let me know!
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 2023-03-22.
Python Interactive related posts
- Running ruby on Jupiter notebooks
- GitHub - julvo/reloading: Change Python code while it's running without losing state
- [OC] Data scientists use PowerPoint?! 😯🤯
- Comfy Software: A software aesthetic for hackers with depression
- [OC ]How often do data scientists present to business people?
- Show HN: Open-source animated chart presentations in computational notebooks
- Show HN: Open-source animated chart presentations in computational notebooks
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A note from our sponsor - Sonar
www.sonarsource.com | 25 Mar 2023
Index
What are some of the best open-source Interactive projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | plotly | 13,105 |
| 2 | oppia | 4,936 |
| 3 | interactive-deep-colorization | 2,597 |
| 4 | reloading | 964 |
| 5 | TouchDesigner_Shared | 594 |
| 6 | TkinterMapView | 309 |
| 7 | quibbler | 273 |
| 8 | ipyvizzu-story | 258 |
| 9 | PhotoLab | 39 |
| 10 | PyTorchRelevancePropagation | 34 |
| 11 | MagnetiCalc | 21 |
| 12 | tunel | 3 |
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