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. To generate the table
below, run python update_table.py.
| Name | Description |
|---|---|
| Raytracer typescript | Playing around with Ray Tracing in One Weekend by Peter Shirley. Also in my blog. |
| Valheim Visualization | Simple food distribution for Valheim. Also show in my blog |
| Word vectors from scratch | Exploratory notebook for my word vectors blog post |
| spaCy contributors | Logo of spaCy with the Github usernames of different contributors. |
| Sankey diagram | Trying to run and debug Avic's sankey diagram code. |
| Prettymaps exploration | Playing around the prettymaps library on Philippine landmarks. |
| Spancat architecture inspection | Figuring out how spancat works internally for work. I also wrote a blog post about it. |
| Finite state automata | Implementing finite state automata in Python. I also wrote a blog post about it. |
| Deep rock galactic data analysis | Data analysis for my Deep Rock Galactic blog post. |
| Argument mining exploratory project | spaCy project for my chain-of-thought + argument mining blog post. |
| Langchain Annotation | Using langchain to finetune an LLM to train for us given an annotation guideline for my blog post. |
| LLMs on Tagalog | Testing how LLMs work on Tagalog for my blog post. |
| Visualizing Tagalog NER embeddings | Code and implementation for this blog post. |
| Am I smarter than a text generator? | Some Prodigy annotation tasks to try out some common LLM benchmarks |
| UD Tagalog EDA | EDA for Tagalog Universal Dependencies |
| Contrast pairs in preference data | Some histograms on preference pairs for my blog post |