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---
title: Machine Learning
type: page
---
Unfortunately, the machine did not learn.
- [Phonica](https://www.phonica.org): Improve speech with AI
- [6.8301-Project](https://git.exozy.me/k/6.8301-Project/src/branch/alg): Sharing without a network through vision
- [Search](https://git.exozy.me/a/search): Semantic file search using ImageBind and sqlite-vec
- [transformer-shortest-paths](https://github.com/awestover/transformer-shortest-paths): Solving shortest paths with transformers because why not
- [nlp-class-project](https://github.com/awestover/nlp-class-project): Investigating right-to-left generation for language models
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