Understanding Probability Distributions: From Gaussian Curves to Bayesian Modeling

This article explains the concept of probability distributions, describes the Gaussian (normal) distribution with its parameters, demonstrates how to visualize it using Python code, and discusses random variables, independence, and real‑world examples such as atmospheric CO₂ time‑series data.

Bayesian inferenceGaussianPython visualization

0 likes · 6 min read

Understanding Probability Distributions: From Gaussian Curves to Bayesian Modeling

Model Perspective

Jun 29, 2022 · Fundamentals

Explore 26 Matplotlib Styles and How to Set Chinese Fonts

This guide demonstrates how to list and apply the 26 built‑in Matplotlib plotting styles, visualizes each style in a grid, and shows how to configure Chinese fonts to correctly display non‑ASCII characters in your figures.

Chinese fontsData ScienceMatplotlib

0 likes · 5 min read

Explore 26 Matplotlib Styles and How to Set Chinese Fonts

Python Crawling & Data Mining

Oct 12, 2021 · Fundamentals

Plotly Express Quick Start: Create Stunning Interactive Visualizations with Minimal Code

This article introduces Plotly Express, a high‑level Python visualization library, covering installation, built‑in datasets, color palettes, themes, and step‑by‑step examples for bar, scatter, bubble, matrix, area, line, pie, sunburst, funnel, 3D, map, and polar charts, demonstrating how to generate dynamic, publication‑ready plots with just a few lines of code.

Interactive ChartsPlotly ExpressPython visualization

0 likes · 13 min read

Plotly Express Quick Start: Create Stunning Interactive Visualizations with Minimal Code