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Top 23 Python Visualization Projects
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Redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
Project mention: The 50 best open-source alternatives to popular SaaS software | dev.to | 2024-07-10GitHub: Redash GitHub Repository
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
Project mention: Who’s Really Following You on Dev.to? A Guide to Analyzing Your Audience | dev.to | 2024-11-13Right off the bat, there’s a massive spike around early 2024–03 that stands out — yet, it’s hard to pinpoint which specific article triggered this rush just by looking at this static chart. To dig deeper and see if a particular article caused this jump, I decided to try something more interactive with Plotly for a clearer view.
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Project mention: A simple way to explore data through a Tableau-like UI directly in your data app | news.ycombinator.com | 2024-12-30
I believe this is just a wrapper around pygwalker, which is a nice project: https://github.com/Kanaries/pygwalker
I really like the typescript graphic walker: https://github.com/Kanaries/graphic-walker
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But the challenge lies in organizing and managing this unstructured data. That’s where tools like FiftyOne, Voxel 51’s open-source dataset management tool, come in.
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vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
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Project mention: Show HN: An interactive explorable map of 5M Hacker News stories | news.ycombinator.com | 2024-10-15
A 2D representation was generated using UMAP: https://github.com/lmcinnes/umap
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Nutrient
Nutrient - The #1 PDF SDK Library. Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
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Project mention: Ask HN: C/C++ developer wanting to learn efficient Python | news.ycombinator.com | 2024-04-10
* https://github.com/gaogaotiantian/viztracer get a timeline of execution vs call-stack (great to discover what's happening deep inside pandas)
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MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
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I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.
Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.
https://orangedatamining.com/
https://orange3.readthedocs.io/projects/orange-visual-progra...
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wave – Realtime Web Apps and Dashboards for Python and R
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Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
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SaaSHub
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Python Visualization discussion
Python Visualization related posts
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Fastplotlib, a new GPU-accelerated fast and interactive plotting library
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A simple way to explore data through a Tableau-like UI directly in your data app
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Show HN: An interactive explorable map of 5M Hacker News stories
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Initial CUDA Performance Lessons
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Scientific Visualization: Python and Matplotlib, by Nicolas Rougier
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Wave: Create Web Apps with Python
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Vega – A declarative language for interactive visualization designs
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A note from our sponsor - SaaSHub
www.saashub.com | 14 Feb 2025
Index
What are some of the best open-source Visualization projects in Python? This list will help you:
# | Project | Stars |
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1 | Redash | 26,902 |
2 | plotly | 16,702 |
3 | pygwalker | 14,036 |
4 | fiftyone | 9,146 |
5 | vaex | 8,334 |
6 | tensorboardX | 7,910 |
7 | umap | 7,614 |
8 | bertviz | 6,962 |
9 | httpstat | 6,012 |
10 | viztracer | 5,936 |
11 | MMdnn | 5,804 |
12 | aim | 5,352 |
13 | quantstats | 5,278 |
14 | lux | 5,244 |
15 | orange | 4,974 |
16 | yellowbrick | 4,312 |
17 | git-sim | 4,229 |
18 | wave | 4,048 |
19 | PyQtGraph | 3,969 |
20 | vprof | 3,957 |
21 | Pointnet_Pointnet2_pytorch | 3,899 |
22 | chartify | 3,561 |
23 | VisPy | 3,371 |