24 Oct 25
🪄 Create rich visualizations with AI. Data-Formulator is a Microsoft-developed Python library available on GitHub designed for simple and efficient data generation and transformation, facilitating tasks like creating synthetic data and preparing datasets for analysis.
This example uses the datamapplot visualization library to create a 2D map visualization of Hacker News post data, showing clusters of related topics and discussions.
The finstruments GitHub repository provides a collection of Python tools designed for financial instrument modeling, including pricing, risk, and scenario analysis for various financial products.
This GitHub Gist provides Python code examples and results demonstrating a basic test of OpenAI’s Structured Output feature using the gpt-4o-mini model and pydantic to extract and structure data from image screenshots of financial disclosure reports and police blotter narratives.
Orbidium is an open-source application demo that displays asteroid orbits using data parsed from the NASA Minor Planet Center (MPC) database, featuring basic 2D rendering and parsing of the MPC data file.
An Otter Wiki is a minimalistic, open-source wiki software powered by Python, Markdown, and Git, featuring version tracking, a convenient editor, and user authentication.
19 Oct 25
Python applies for a comedy award.
With the introduction of PyPI (née Cheeseshop), setuptools, and later pip, it became simple and straightforward to download and install packages.
Python packages are a convoluted venv hell to install. I need therapy every time I’ve installed or upgraded a Python package.
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A map/reduce workflow for LLMs, with what looks like local caching. To me build systems and data processing pipelines like this one have a big intersection.
This article will cover the top ten OCR libraries in Python, highlighting their strengths, unique features, and code examples to help you get started.
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A new library in Python designed specifically for working with LLM. It does seem quite refined in it’s thinking, and goes beyond a simple adapter or collection thereof.