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…
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…
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…
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…
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…
Methods for Single-Level Discrete Wavelet Transform of 1D Signals in Python (III): Partial Reconstruction
Master the wavelet partial reconstruction methods using easily understanding examples The methods for 1D Single-Level Discrete Wavelet Transform in Python will be discussed in…
Methods for Single-Level Discrete Wavelet Transform of 1D Signals in Python (II): Wavelet Reconstruction
Master the Discrete wavelet reconstruction methods using easily understanding examples The methods for 1D Single-Level Discrete Wavelet Transform in Python will be discussed in the…
Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model
Modelselect package helps get an Optimal Linear Regression Model by removing insignificant variables and solve multicollinearity problems I developed a small package called modelselect, which…
How to Easily Setup Google Drive as a Local Drive of Your Computer
It is really great to make Google Drive as a local drive, where you can work inside as an extended local drive meanwhile the working…
Methods for Single-Level Discrete Wavelet Transform of 1D Signals in Python (I): Wavelet Decomposition
Master the discrete wavelet decomposition methods using easily understanding examples The methods for 1D Single-Level Discrete Wavelet Transform in Python will be discussed in the…


