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https://github.com/ljvmiranda921/scratch

📓 Scratch notebooks and random assortment of projects. Think of this as a scratch paper of my ideas.
https://github.com/ljvmiranda921/scratch

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📓 Scratch notebooks and random assortment of projects. Think of this as a scratch paper of my ideas.

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# 📓 Scratch

This repository contains Jupyter notebooks and random assortment of projects.
Think of this as a scratch paper for my ideas. Some of these may have found
their way into my [blog](https://ljvmiranda921.github.io). To generate the table
below, run `python update_table.py`.

| Name | Description |
|:-----------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [Raytracer typescript](https://github.com/ljvmiranda921/scratch/tree/master/2021-08-28-raytracer-ts) | Playing around with Ray Tracing in One Weekend by Peter Shirley. Also in my [blog](https://ljvmiranda921.github.io/notebook/2021/09/25/raytracer/). |
| [Valheim Visualization](https://github.com/ljvmiranda921/scratch/tree/master/2021-09-26-valheim-viz) | Simple food distribution for Valheim. Also show in my [blog](https://ljvmiranda921.github.io/notebook/2021/09/27/valheim-food-graph/) |
| [Word vectors from scratch](https://github.com/ljvmiranda921/scratch/tree/master/2021-11-06-word-vectors-from-scratch) | Exploratory notebook for my [word vectors blog post](https://ljvmiranda921.github.io/notebook/2021/12/11/word-vectors/) |
| [spaCy contributors](https://github.com/ljvmiranda921/scratch/tree/master/2021-11-19-spacy-contributors) | Logo of spaCy with the Github usernames of different contributors. |
| [Sankey diagram](https://github.com/ljvmiranda921/scratch/tree/master/2021-11-24-sankey) | Trying to run and debug Avic's sankey diagram code. |
| [Prettymaps exploration](https://github.com/ljvmiranda921/scratch/tree/master/2022-06-28-prettymaps) | Playing around the prettymaps library on Philippine landmarks. |
| [Spancat architecture inspection](https://github.com/ljvmiranda921/scratch/tree/master/2022-07-12-spancat-inspection) | Figuring out how spancat works internally for work. I also wrote a [blog post](https://ljvmiranda921.github.io/notebook/2022/07/16/spacy-registry/) about it. |
| [Finite state automata](https://github.com/ljvmiranda921/scratch/tree/master/2022-10-05-fsa) | Implementing finite state automata in Python. I also wrote a [blog post](https://ljvmiranda921.github.io/notebook/2022/10/07/finite-state-automata/) about it. |
| [Deep rock galactic data analysis](https://github.com/ljvmiranda921/scratch/tree/master/2022-11-19-drg) | Data analysis for my Deep Rock Galactic [blog post](https://ljvmiranda921.github.io/notebook/2022/12/02/drg/). |
| [Argument mining exploratory project](https://github.com/ljvmiranda921/scratch/tree/master/2023-02-16-ukp-argmin) | spaCy project for my chain-of-thought + argument mining [blog post](https://ljvmiranda921.github.io/notebook/2023/03/24/llm-annotation/). |
| [Langchain Annotation](https://github.com/ljvmiranda921/scratch/tree/master/2023-03-03-langchain) | Using langchain to finetune an LLM to train for us given an annotation guideline for my [blog post](https://ljvmiranda921.github.io/notebook/2023/03/25/langchain-annotation/). |
| [LLMs on Tagalog](https://github.com/ljvmiranda921/scratch/tree/master/2023-07-25-llm-tl) | Testing how LLMs work on Tagalog for my [blog post](https://ljvmiranda921.github.io/notebook/2023/08/04/llm-tagalog/). |
| [Visualizing Tagalog NER embeddings](https://github.com/ljvmiranda921/scratch/tree/master/2023-10-15-embeddings) | Code and implementation for [this blog post](https://ljvmiranda921.github.io/notebook/2023/11/20/tagalog-ner-embeddings/). |
| [Am I smarter than a text generator?](https://github.com/ljvmiranda921/scratch/tree/master/2023-11-11-human-eval) | Some Prodigy annotation tasks to try out some common LLM benchmarks |
| [UD Tagalog EDA](https://github.com/ljvmiranda921/scratch/tree/master/2023-12-19-ud-eda) | EDA for Tagalog Universal Dependencies |
| [Contrast pairs in preference data](https://github.com/ljvmiranda921/scratch/tree/master/2024-02-21-contrast-pairs) | Some histograms on preference pairs for [my blog post](https://ljvmiranda921.github.io/notebook/2024/03/12/contrast-pairs/) |