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Category: Python

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Handy Methods to Install Packages and Access Their Information in the Jupyter Notebook

To introduce different and convenient methods to install packages and check their information directly in the Jupyter notebook rather than in the terminal Normally we install…

Posted on October 31, 2022January 12, 2023

How to Easily Insert Emoji in the Jupyter Notebook

Adding Emojis can make the code output and documentation interesting and attractive It is very interesting and attractive to add emoji symbols in the text…

Posted on October 30, 2022January 12, 2023

How to Easily Embed Videos or Audios in the Jupyter Notebook

To display the easier method to embed local and online videos or audios in a Jupyter notebook using HTML Different methods can be used to embed…

Posted on October 30, 2022January 12, 2023

How to Easily Align, Number and Format Math Equations in the Jupyter Notebook

Aligning, numbering and formatting math equations in Jupyter notebook are easy with LaTeX and HTML One might be familiar with how to insert math equations with…

Posted on October 29, 2022January 12, 2023

How to Embed an Image, Size and Align it in the Jupyter Notebook

To illustrate how to easily adjust the size of an embedded image and align it left, center and right It is very easy to insert…

Posted on October 27, 2022January 12, 2023

How to Use the Multiline Cursor in the Jupyter Notebook

Properly using the Multiline Cursor will greatly save your time and efficiently improves your work This post will introduce you to the multiline cursor of Jupyter…

Posted on October 27, 2022January 12, 2023

How to Easily Generate a Table and Align it in Jupyter Notebook

Convenient methods to easily create a table and align it using Markdown and HTML in the Jupyter Notebook In the previous post, I illustrated how…

Posted on October 26, 2022January 12, 2023

How to Align Text in the Jupyter Notebook

To display the text alignment methods in the Jupyter notebook It is very convenient to use Markdown in the Jupyter notebook, while the text alignment…

Posted on October 25, 2022January 12, 2023

The Built-in Terminal of Jupyter Notebook and its Unavailable Problem on Windows

Solve the unavailable problem of Built-in Terminal of Jupyter notebook on Windows 1. Built-in terminal of Jupyter notebook The built-in terminal of Jupyter notebook is a…

Posted on October 24, 2022January 12, 2023

Smart Code Auto-Completion in Jupyter Notebook

Smart code auto-completion makes your work much more convenient Code completion is a very convenient way to help one write codes quickly and efficiently, improve…

Posted on October 24, 2022January 12, 2023

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Recent Posts

  • 1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods
  • Essential Methods for String Data Manipulation with Pandas
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas
  • 1D Discrete Stationary Wavelet Transform (III): Restrictions
  • 1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

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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, 2023October 8, 2023
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Convenient Methods to Identify and Drop Duplicate Rows with Pandas

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

    How to Easily Use Pandas 2.0 for Large Data

    Posted on October 2, 2023October 7, 2023
  • 5 Practical Methods to Reshape DataFrame in Pandas

    5 Practical Methods to Reshape DataFrame in Pandas

    Posted on October 2, 2023October 7, 2023
  • Practical Methods to Reindex Rows of DataFrame with Pandas

    Practical Methods to Reindex Rows of DataFrame with Pandas

    Posted on July 7, 2023October 7, 2023

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, 2023October 7, 2023
  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023April 11, 2023
  • 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, 2023October 7, 2023
  • 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, 2024June 29, 2024
  • 1D Discrete Stationary Wavelet Transform (III): Restrictions

    1D Discrete Stationary Wavelet Transform (III): Restrictions

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

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

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

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

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

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

    Posted on October 2, 2023October 2, 2023
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