binal.pub.
A lantern-lit garden and greenhouse overlook a mountain lake at blue hour.

The archive

All writing

Notes on machine learning, data, and building things.

  1. Structured OCR with GPT Vision

    Turning complex PDFs into structured data with GPT Vision.

  2. Ranking Anything with GPT4

    Using language models to find the right things, in the right order.

  3. Extracting and Structuring Recipes Using GPT3

    From a recipe on the internet to ingredients you can work with.

  4. Giving GPT3 Long Term Memory via Summarization

    Making room for longer conversations with a little summarization.

  5. Running VSCode in Docker

    A portable development environment, from editor to dependencies.

  6. Data Science with Docker and Conda

    Reproducible environments for the whole data science workflow.

  7. Dealing with Nested Data in Pandas

    Working with the messy structures inside a tidy dataframe.

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