Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

These tutorials serve as introduction to nnounce scripting. Scripts are written using TypeScript and are meant to be run in Deno runtime. There are two tutorials with code meant to be copied into ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

Thinking about learning Python? It’s a pretty popular language these days, and for good reason. It’s not super complicated, which is nice if you’re just starting out. We’ve put together a guide that ...

What if you could create your very own personal AI assistant—one that could research, analyze, and even interact with tools—all from scratch? It might sound like a task reserved for seasoned ...

Running Python scripts is one of the most common tasks in automation. However, managing dependencies across different systems can be challenging. That’s where Docker comes in. Docker lets you package ...

docker run -it -v /path/to/your/documents:/app/input -v /path/to/output:/app/output libreoffice-python-base bash ...

Right now, I'm working off one of Microsoft's infamous giant press releases. The company has a tendency to do brain dumps in press release form, so we both have to sift through the release to give you ...

FastHTML is a new Python web framework developed by Jeremy Howard and others, designed to simplify web development by minimizing the need for JavaScript and CSS. The framework leverages HTMX to allow ...