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1D Multilevel Discrete Wavelet Transform (1): Decomposition Method

Methods on how to decompose 1D signal into approximation and detail coefficients at multilevel with Discrete Wavelet Transform (DWT) The series of 1D multilevel discrete…

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Posted on February 26, 2023March 8, 2023

3 Convenient Ways to Create Interactive Plots in Pandas

Besides static plots, we can also easily create beautiful interactive plots in pandas.  Pandas provides easy and flexible syntax and methods for data visualization. In…

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Posted on February 23, 2023February 23, 2023

Easily Use Dask DataFrames in place of Pandas for Large Datasets

This article displays how convenient, easy and fast it is to use Dask DataFrames to read and store large datasets that Pandas is hard to…

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Posted on February 16, 2023February 18, 2023

Commonly Used Equations and Symbols with LaTeX in Jupyter Notebook

It displays how to easily generate the commonly used equations and symbols using LaTeX in Jupyter notebook In one of the previous article, it displays…

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Posted on February 11, 2023February 12, 2023

How to Easily Speed up Pandas with Modin

This article will display how to easily speed up Pandas’ code by just changing a single line of code with Python Modin library using a…

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Posted on February 11, 2023February 11, 2023

3 Convenient Methods to Read and Concatenate Multiple Data Files in Pandas

How to read and concatenate multiple data files like.csv data file in pandas with 3 convenient methods using concrete real-world datasets In most cases, we only need…

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Posted on February 9, 2023February 9, 2023

Which Python is suitable for you, classic Python or Python distribution platforms?

This short article helps you choose Python between classic Python and Python distribution platforms like Anaconda 1. Python Platforms In general, there are two types…

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Posted on February 7, 2023February 7, 2023

How Easily to Visualize Data with Pandas

Pandas provides easy and simple syntax to visualize data by creating the most widely used plots, but it seems the power of Pandas’s data visualization…

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Posted on February 7, 2023February 7, 2023

Why I Launched a New Blog while I am Writing on Medium?

It is excellent to write on Medium, but why I finally created my new blog – Deepsim Blog after several months’ hard work How is…

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Posted on February 4, 2023February 4, 2023

HTML Essentials of Formatting Text in Jupyter Notebook

HTML has advanced methods to formatting text in Jupyter notebook, such as set fonts, font sizes, colors, text alignment, and more In the previous post,…

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Posted on January 31, 2023January 31, 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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