Python Visualizations

Open-source Python projects categorized as Visualizations
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Topics: Deep Learning Github Machine Learning Metrics Computer Vision
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Top 3 Python Visualization Projects

  • pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

    • Project mention: Exploring GradCam and More with FiftyOne | dev.to | 2024-02-13

    For the two examples we will be looking at, we will be using pytorch_grad_cam, an incredible open source package that makes working with GradCam very easy. There are excellent other tutorials to check out on the repo as well.

  • github-stats

    Better GitHub statistics images for your profile, with stats from private repos too

    • Project mention: Ask HN: How to Do a GitHub Wrapped? | news.ycombinator.com | 2023-12-19

    I have done similar work using the GitHub APIs before. I recommend using their GraphQL explorer to develop your queries interactively. You may need to fall back on the REST API instead of the GraphQL one for certain stats.

    https://docs.github.com/en/graphql/overview/explorer

    You can also refer to my code here, which may already collect some of the statistics you're interested in.

    https://github.com/jstrieb/github-stats/blob/master/github_s...

    I predict the most annoying part of this project will be dealing with authentication. There are a handful of ways to do it, and the permissions can be finicky depending on what data you are fetching.

    Best of luck!

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo

  • uncertainty-toolbox

    Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

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).

Python Visualizations related posts

  • Exploring GradCam and More with FiftyOne

    2 projects | dev.to | 13 Feb 2024

  • Ask HN: How to Do a GitHub Wrapped?

    1 project | news.ycombinator.com | 19 Dec 2023

  • What python library you are using for interactive visualisation?(other than plotly)

    6 projects | /r/datascience | 1 Jun 2023

  • Which layers are doing image segmentation on AutoEncoders/U-NET?

    1 project | /r/computervision | 10 Jul 2022

  • [D] Algorithm for view prediction?

    1 project | /r/MachineLearning | 1 Jul 2022

  • [P] Adapting Class Activation Maps for Object Detection and Semantic Segmentation

    2 projects | /r/MachineLearning | 30 Dec 2021

  • Show HN: Better GitHub statistics images for your profile

    1 project | news.ycombinator.com | 26 Mar 2021
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    www.saashub.com | 1 Jun 2024
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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 pytorch-grad-cam 9,611
2 github-stats 2,750
3 uncertainty-toolbox 1,711

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