Design Patterns in Machine Learning Code and Systems
Explores the application of classic software design patterns, like the Factory pattern, to machine learning code and systems, using examples from PyTorch, Gensim, and Hugging Face.
Explores the application of classic software design patterns, like the Factory pattern, to machine learning code and systems, using examples from PyTorch, Gensim, and Hugging Face.
A tutorial on setting up React Navigation v6 with TypeScript in a React Native app, covering stack and tab navigators.
A guide comparing JSON, YAML, and TOML configuration file formats, showing syntax examples and use cases.
Explains how to filter a SQL query's nested collection (ARRAY/MULTISET) by a specific value, using PostgreSQL and jOOQ examples.
A technical tutorial on implementing Apple's Live Text API using VisionKit's ImageAnalyzer and ImageAnalysisInteraction in iOS 16 apps.
Explains C# delegates, including Action, Func, Predicate, and lambda expressions, and how they are used to pass methods.
A developer shares his one-year journey building open-source data tools without funding, including stats, challenges, and future plans.
Explores methods for extending pre-trained language models to process visual information, focusing on four approaches for vision-language tasks.
Benchmark comparing performance of jOOQ's MULTISET emulation vs. other approaches for nesting to-many relationships in SQL queries.
A developer details the challenges of implementing image uploads with LiveView and S3 in an Elixir project called Galley.
A technical deep dive into the design philosophy and implementation of Google Kubernetes Engine (GKE) Autopilot, a nodeless managed Kubernetes platform.
Explains how Swift 5.7's new 'some' and 'any' keywords solve generic protocol referencing issues, improving code abstraction.
Explores using htmx instead of JavaScript for dynamic web features like AJAX and infinite scroll in various frameworks.
Explores common concurrency challenges in software development, using a URL shortener example to demonstrate solutions with minimal locking.
A tutorial on customizing the height of UIKit bottom sheets in iOS 16 using the new custom detent API.
Argues against desktop-first web design, advocating for a mobile-first approach to improve user experience across all devices.
Parallels RAS 19 now integrates Let's Encrypt for free, automated SSL/TLS certificate management, simplifying HTTPS setup.
SwiftUI scrolling performance issues on tvOS are finally resolved in tvOS 16 and Xcode 14, marking a significant fix for developers.
A monthly update on TinyPilot, covering a website redesign, learning Debian packages, abandoning Vue.js, and sharing traffic and revenue stats.