Python Visualization

Open-source Python projects categorized as Visualization

Top 23 Python Visualization Projects

Visualization
  1. 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 | 2024-07-10

    GitHub: Redash GitHub Repository

  2. 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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  3. 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 | 2024-11-13

    Right 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.

  4. pygwalker

    PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

    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

  5. fiftyone

    Refine high-quality datasets and visual AI models

    Project mention: How to Make the Best Self-Driving Dataset | dev.to | 2025-01-14

    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.

  6. 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 🚀

  7. tensorboardX

    tensorboard for pytorch (and chainer, mxnet, numpy, ...)

  8. umap

    Uniform Manifold Approximation and Projection

    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

  9. 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.

    Nutrient logo
  10. bertviz

    BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  11. httpstat

    curl statistics made simple (by reorx)

  12. viztracer

    A debugging and profiling tool that can trace and visualize python code execution

    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)

  13. 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.

  14. aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

  15. quantstats

    Portfolio analytics for quants, written in Python

  16. lux

    Automatically visualize your pandas dataframe via a single print! 📊 💡 (by lux-org)

  17. orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

    Project mention: Hierarchical Clustering | news.ycombinator.com | 2024-04-20

    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...

  18. yellowbrick

    Visual analysis and diagnostic tools to facilitate machine learning model selection.

  19. git-sim

    Visually simulate Git operations in your own repos with a single terminal command.

  20. wave

    Realtime Web Apps and Dashboards for Python and R (by h2oai)

    Project mention: This Week In Python | dev.to | 2024-08-30

    wave – Realtime Web Apps and Dashboards for Python and R

  21. PyQtGraph

    Fast data visualization and GUI tools for scientific / engineering applications

  22. vprof

    Visual profiler for Python

  23. Pointnet_Pointnet2_pytorch

    PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

  24. chartify

    Python library that makes it easy for data scientists to create charts. (by spotify)

  25. VisPy

    Main repository for Vispy

    Project mention: Pygfx | news.ycombinator.com | 2024-10-25
  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Index

What are some of the best open-source Visualization projects in Python? This list will help you:

# Project Stars
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

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