Christian Garbin CS master's and Ph.D. collected works
- 7 followers
- United States of America
- https://cgarbin.github.io/about/
Pinned
Repositories
- llm-github-issues Public
Summarizing with LLMs: Using an LLM to understand GitHub issues without reading each post in detail.
- gpt-all-local Public
A "chat with your data" example: using a large language models (LLM) to interact with our own (local) data. Everything is local: the embedding model, the LLM, the vector database. This is an example of retrieval-augmented generation (RAG): we find relevant sections from our documents and pass it to the LLM as part of the prompt (see pics).
- cap5768-introduction-to-data-science Public
Data science with Pandas and NumPy: EDA, binning, distribution functions, simulations, regression analysis
- ieee-icmla-2019-data-science-tutorial Public
IEEE ICMLA 2019 Data Science Tutorial - using data to answer questions
- writing-good-jupyter-notebooks Public
Writing good Jupyter notebooks: logically organized, clearly documented decisions and assumptions, easy-to-understand code, flexible (easy to modify) code, resilient (hard to break) code
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- cap6776-information-retrieval Public
Information retrieval from basic concepts (tokenization, stop word removal, stemming, TF-IDF, etc.)
- obfuscated-c-12-days-of-christmas Public
Methodically "unobfuscate" the winner of the 1988 International Obfuscated C Contest entry, the incredible code that prints the "twelve days of Christmas" song.
- decision-threshold-effect-on-accuracy Public
What is "accuracy"? The effect of changing the decision threshold on a model's accuracy.
- machine-learning-but-not-understanding Public
Are machines "learning" anything? This repository explores some of the concepts from the book "Artificial Intelligence, a guide for thinking humans", by Melanie Mitchell.
