All you need to know to begin your Matlab journey

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The concept of “Module” in Python

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What’s the usage of ODE? How to solve ODE in Python?

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Thoughts and Theory

Delving a bit into what’s happening under the hood when you manipulate your Excel file or data frames.

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A teaser of useful Shell commands that can drastically increase your productivity

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ScPyT

A thorough Linear Algebra Bootcamp as a Machine learning Practitioner

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ScPyT

Less-known but useful knowledge and tricks about ndarray object and Numpy package

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A compendium of useful, interesting, inspirational usages of Python Pandas library

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python-visualization-tutorial

When should I use Seaborn versus matplotlib, and how to use it?

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  1. The tutorial I: Fig and Ax object
  2. Tutorial II: Line plot, legend, color
  3. Tutorial III: box plot, bar plot, scatter plot, histogram, heatmap, colormap
  4. Tutorial IV: violin plot, dendrogram
  5. Tutorial V: Plots in Seaborn (cluster heatmap, pair plot, dist plot, etc)


python-visualization-tutorial

Drawing violin plot and dendrogram from the scratch, a step-by-step guide

Photo by Myriam Jessier on Unsplash
  1. The tutorial I: Fig and Ax object
  2. Tutorial II: Line plot, legend, color
  3. Tutorial III: box plot, bar plot, scatter plot, histogram, heatmap, colormap
  4. Tutorial IV: violin plot, dendrogram
  5. Tutorial V: Plots in Seaborn (cluster heatmap, pair plot, dist plot, etc)

Guangyuan(Frank) Li

Bioinformatics PhD student at Cincinnati Children's Hospital Medical Center; GitHub: https://github.com/frankligy

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