Visualization ideas for data science

Last update: Nov 03, 2022

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Overview

Nuance

I use Nuance to curate varied visualization thoughts during my data scientist career.
It is not yet a package but a list of small ideas. Welcome to test them out!

Why Nuance?

nuance n.
a subtle difference in meaning or opinion or attitude

How to use?

Please check instructions in the corresponding folder

List of ideas

simple tree: visualize a sklearn Decision Tree
sankey tree: visualize a sklearn Decision Tree
sankey flow: visualize a sankey flow
feature drift: visualize feature drift

Owner

Li Jiangchun

If I don't create, I don't understand.

GitHub Repository

The official colors of the FAU as matplotlib/seaborn colormaps

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🐞 📊 Ladybug extension to generate 2D charts

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paintable GitHub contribute table

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Create 3d loss surface visualizations, with optimizer path. Issues welcome!

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Geocoding library for Python.

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Pyan3 - Offline call graph generator for Python 3

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A tool for creating SVG timelines from simple JSON input.

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在原神中使用围栏绘图

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14 Oct 08, 2022

Fractals plotted on MatPlotLib in Python.

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Datapane is the easiest way to create data science reports from Python.

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Wikipedia WordCloud App generate Wikipedia word cloud art created using python's streamlit, matplotlib, wikipedia and wordcloud packages

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A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

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Decision Border Visualizer for Classification Algorithms

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The visual framework is designed on the idea of module and implemented by mixin method

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Learn Data Science with focus on adding value with the most efficient tech stack.

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110 Dec 22, 2022

EPViz is a tool to aid researchers in developing, validating, and reporting their predictive modeling outputs.

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This GitHub Repository contains Data Analysis projects that I have completed so far! While most of th project are focused on Data Analysis, some of them are also put here to show off other skills that I have learned.

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1 Jan 31, 2022