Preparing and Visualizing Data for Machine Learning
Data Preparation and Cleening
When working with machine learning, the initial step involves preparing the dataset. For demonstration purposes, we'll use a pre-downloaded dataset containing pumpkin pricing information.
Initial Data Exploration
import pandas as pd
pumpkin_data = pd.read_csv('../data/US-pumpkins.csv')
print(pumpkin_data.head())
pr ...
Posted on Wed, 13 May 2026 22:36:29 +0000 by Sianide
Implementing Offline Chart Rendering in pyecharts
When generating charts with pyecharts, the rendered HTML files reference external JavaScript resources via CDN URLs. While this works seamlessly in online environments, offline scenarios result in blank charts due to failed resource loading.The HTML output typically contains references like:<html>
<head>
<meta charset="UTF-8" ...
Posted on Thu, 07 May 2026 09:09:05 +0000 by phr0stbyte