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2 Most Convenient Ways to Add TOC to Medium Articles

I have tested a couple of methods, but these two are the easiest and most convenient ways to create a TOC for a Medium article…

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Posted on January 30, 2023January 30, 2023

Easily Formatting Text with Markdown in Jupyter Notebook

It displays how to easily and fast master the essentials of formatting text with Markdown Syntax in Jupyter Notebook with concrete examples In this post,…

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Posted on January 29, 2023January 30, 2023

Top Magic Commands in the Jupyter Notebook

Using magic commands in the Jupyter notebook can greatly increase our work efficiency In this post, I will display some most widely used or top…

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Posted on January 29, 2023January 30, 2023

Interactive Plots Becomes Much Easier with HoloViews (II): Multiple Plots

HoloViews is a high-level plotting library for Python, which create overlay and layout of multiple interactive plots with simple syntax and minimal efforts Part (I)…

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Posted on January 26, 2023January 26, 2023

2 Easy Methods to Publish a Jupyter Notebook as a Post on WordPress Website

To show how easily to publish a Jupyter notebook as a post on your WordPress website It is so easy to create your website, especially…

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Posted on January 23, 2023January 23, 2023

Interactive Plots Becomes Much Easier with HoloViews (I): Basic Plots

HoloViews is a high-level plotting library for Python, which create interactive plots with simple syntax and minimal efforts For data visualization, there are many libraries…

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Posted on January 23, 2023January 31, 2023

5 Essential String Formatting Methods in Python

String formatting is an essential part of Python programming for web development, data analysis, machine learning, and more. In earlier posts, we discussed set up…

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Posted on January 17, 2023January 23, 2023

A Convenient Python Package to Download Open Datasets

4 concrete examples are used to show how to use a Python package to download open datasets from GitHub, Google Drive, Kaggle and other online…

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Posted on January 10, 2023January 10, 2023

A Real-World Project of Single-Level Discrete Wavelet Transform of 1D Signal

Discrete wavelet transform using USD-CNY exchange daily time series dataset We have discussed applications and the basic concepts of wavelet transform, general process and signal extension…

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Posted on December 27, 2022March 7, 2023

2 Convenient Methods to Search and Download Datasets from Kaggle with Jupyter Notebook

Machine learning, modelling, and data analysis all need suitable datasets to test the algorithms I still clearly remember that when I pursued my PhD in…

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Posted on December 26, 2022February 13, 2023

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Data Preprocessing

  • Essential Methods for String Data Manipulation with Pandas

    Essential Methods for String Data Manipulation with Pandas

    Posted on October 8, 2023February 21, 2026
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Posted on October 8, 2023February 21, 2026
  • How to Easily Use Pandas 2.0 for Large Data

    How to Easily Use Pandas 2.0 for Large Data

    Posted on October 2, 2023February 21, 2026
  • 5 Practical Methods to Reshape DataFrame in Pandas

    5 Practical Methods to Reshape DataFrame in Pandas

    Posted on October 2, 2023February 21, 2026
  • Practical Methods to Reindex Rows of DataFrame with Pandas

    Practical Methods to Reindex Rows of DataFrame with Pandas

    Posted on July 7, 2023February 21, 2026

Data Visualization

  • 3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    Posted on September 1, 2023February 21, 2026
  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023February 21, 2026
  • Easily Create Interactive Maps with hvPlot

    Easily Create Interactive Maps with hvPlot

    Posted on March 28, 2023March 28, 2023
  • Geodata Exploration and Visualization with GeoPandas

    Geodata Exploration and Visualization with GeoPandas

    Posted on March 20, 2023March 20, 2023
  • Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Posted on March 13, 2023March 13, 2023

Data Modelling

  • Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Posted on September 1, 2023February 21, 2026
  • Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Posted on December 23, 2022February 13, 2023
  • A Convenient Stepwise Regression Package to Help You Select Features in Python

    A Convenient Stepwise Regression Package to Help You Select Features in Python

    Posted on December 13, 2022January 12, 2023
  • Practical Process to Develop Machine Learning Regression Models with Python

    Practical Process to Develop Machine Learning Regression Models with Python

    Posted on December 9, 2022January 12, 2023
  • Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Posted on December 9, 2022January 1, 2023

Wavelet transform

  • 1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    Posted on June 28, 2024February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (III): Restrictions

    1D Discrete Stationary Wavelet Transform (III): Restrictions

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    Posted on October 7, 2023February 21, 2026
  • Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Posted on October 2, 2023February 21, 2026
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