Posted inWeb development
The truth behind how AI text generation works
How GPT and other AI models really work, why they hallucinate, and what affects the quality of AI-generated content.
Posted inGame development
How to get started with game development using Pygame in Python
Pygame graphics and audio. Use Surface.blit() to draw images. Optimize performance with convert() and convert_alpha() after pygame.image.load(). Use pygame.mixer for sound: mixer.music for streaming OGG background music and mixer.Sound for low-latency WAV sound effects.
The post How to get started with game development using Pygame in Python appeared first on Python FAQ.
Posted inWeb development
How to create a React component
High-quality reusable components are defined by purity, clarity, robustness, and generalization. Discover best practices for component design and testing.
The post How to create a React component appeared first on JS FAQ - JavaScript Guides Online.
Posted inCoding Tips
File I/O with NumPy: Loading and Saving Data
Python data cleaning with pandas for missing data. Handle np.nan using dropna() or fillna() with the mean. Fix data types with pd.to_numeric(errors='coerce').
The post File I/O with NumPy: Loading and Saving Data appeared first on Python Lore.
Posted inCoding Tips
Understanding Principal Component Analysis with scikit-learn
Matrix multiplication for PCA transformation, projecting centered data onto principal axes. Visualize transformed data with scatter plots using Matplotlib.
The post Understanding Principal Component Analysis with scikit-learn appeared first on Python Lore.
Posted inCoding Tips
Managing HTTP Redirects with http.client.HTTPRedirectHandler
HTTP 301, 302, 307, 308 redirects for POST requests. Preserving the request method vs changing to GET. Python urllib.request.HTTPRedirectHandler example.
The post Managing HTTP Redirects with http.client.HTTPRedirectHandler appeared first on Python Lore.
Posted inBooks
Introduction to GIS Programming
As someone who's been dabbling in GIS for years, I've gotta say this Python guide is the real deal. If you've ever stared blankly at spatial data wondering how to make it do your bidding, "Introduction to GIS Programming" is...
Posted inCoding Tips
Sorting Data with pandas.DataFrame.sort_values
Pandas sort_values performance guide. Compare quicksort, mergesort, heapsort. Stable vs unstable sort. O(n log n) complexity, data types, memory impact.
The post Sorting Data with pandas.DataFrame.sort_values appeared first on Python Lore.
Posted inBooks
Beginning Programming for Dummies
Ever looked at programmers typing away at their keyboards and thought they were performing some kind of digital sorcery? I definitely have! That's why I was thrilled to discover "Beginning Programming for Dummies" – it's like having that smart, patient...
Posted inCoding Tips
Serving JSON Data with Flask
Flask API error handling for JSON. Custom JSON error responses for 404 and 500 status codes using @app.errorhandler instead of Flask's default HTML pages.
The post Serving JSON Data with Flask appeared first on Python Lore.