Explains the Dirichlet distribution as a multivariate extension of the Beta distribution, with applications in Bayesian statistics and regression models.
Explores the concept of discriminated unions in C#, their implementation using generic Results classes, and their application in ASP.NET Core Minimal APIs.
A technical guide on fine-tuning the massive Falcon 180B language model using QLoRA and Flash Attention on Amazon SageMaker.
A technical guide on deploying the Falcon 180B open-source large language model to Amazon SageMaker using the Hugging Face LLM DLC.
Explores combining F# and C# within .NET, highlighting F#'s functional strengths for domain logic and C#'s object-oriented approach.
A guide to troubleshooting common issues when configuring and deploying applications to a private Azure App Service Environment (ASE).
A senior engineer explains why writing less code is often better, focusing on long-term maintenance costs and technical debt.
Explains blocking, covariate adjustment, and optimal design to improve statistical power in online experiments, with a Python implementation.
Explores the benefits and various methods of using Git version control to manage and synchronize user configuration files (dotfiles) across multiple systems.
Introducing rc, a new Unix shell inspired by Plan 9 rc, designed to fix quoting issues and improve on POSIX shells with better list and string handling.
Explores the challenges of applying signed rank tests to complex survey data and proposes a design-independent rank transformation method.
A talk from PyCon DE 2023 on creating web maps using Django and its GeoDjango module, covering data storage and geospatial queries.
A talk on creating interactive web maps using Django's GeoDjango module with PostGIS, presented at Citus Con 2023.
Explains how to use C# source generators with regular expressions in .NET 7+ for improved performance and debuggability.
Explores using SIMD instructions and Vector<T> to accelerate LINQ queries in C# for high-performance data processing.
jOOQ 3.18.0 release adds enhanced SQL diagnostics, SQL/JSON support, Oracle/PostgreSQL array features, and R2DBC 1.0 integration.
Tips for improving iOS share sheet UX using UIActivityItemSource and LPLinkMetadata for better previews and data control.
A technical guide to implementing iOS 16's 'Shared with You' APIs in third-party apps, including code examples and prerequisites.
A developer shares their positive experience switching to Alpine Linux, focusing on the declarative package management of apk and its /etc/apk/world file.
A developer details debugging a SwiftUI widget crash caused by a CodableTextAttachment error when displaying images in text for just-released games.
