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wesslen/README.md

Hi there 👋

These are some of my favorite repos:

┣━━ 🤖 llm/ml/nlp demos
┃   ┣━━ Modal examples: axolotl LLM fine tuning and applications (WIP)
┃   ┣━━ Fireworks Colab Fine Tuning
┃   ┣━━ HF SFT QLoRA with Mistral7B and Colab T4
┃   ┣━━ Getting Started with Prompt Engineering with OpenAI API
┃   ┣━━ Bayesian beagle: Quarto blog of weekly LLM-generated summaries of Arxiv preprints
┃   ┣━━ Prodigy NER fine-tuning med7 for synthetic doctors' notes
┃   ┣━━ Prodigy LLM prompt tournament for tweet generation by topic
┃   ┣━━ LLM summarization evaluation with Prodigy
┃   ┣━━ Address extraction NER model with LLM synthetic data and Prodigy
┃   ┗━━ spaCy-Prodigy workflow for NER Citation model on eCFR Banking Regulation
┃   
┣━━ 🛠️ deployment demos
┃   ┣━━ Deploying a Huggingface model to AWS SageMaker with Snowflake connector
┃   ┣━━ Deploy Prodigy via Streamlit app on HF Spaces
┃   ┣━━ Docker templates for Prodigy
┃   ┣━━ Prodigy Docker Compose
┃   ┣━━ Prodigy OpenShift deployment
┃   ┗━━ FastAPI spaCy deployment on HF Spaces
┃   
┣━━ 📄 papers
┃   ┣━━ VitaLITy Vis (Vis 2021)
┃   ┣━━ Myopic Loss Aversion (Vis 2021)
┃   ┣━━ Bayesian Correlation Judgement (Vis 2020)
┃   ┣━━ Verifi (ICWSM 2018)
┃   ┣━━ Twitter Bumper Stickers (ICWSM 2018)
┃   ┗━━ Anchoring Effect in Visual Analytics (VAST 2017)
┃   
┗━━ 💬 teaching
    ┣━━ DSBA6122: Advanced Business Analytics (Summer 2024) Notebooks
    ┣━━ DSBA6010|STAT7027: Bayesian Statistics (Spring 2022)
    ┣━━ DSBA5122: Visual Analytics (Fall 2019)
    ┗━━ DSBA5122: Visual Analytics (Spring 2019)

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  1. bayesian-beagle bayesian-beagle Public

    Bayesian beagle: Quarto blog of weekly LLM-generated summaries of Arxiv preprints

    HTML 10

  2. huggingface-sagemaker-snowflake-deployment huggingface-sagemaker-snowflake-deployment Public

    Deploying a Huggingface model to AWS SageMaker with Snowflake connector.

    Python

  3. myopic-loss-aversion-vis-2021 myopic-loss-aversion-vis-2021 Public

    Code and supplemental materials for Wesslen et al., 2021 IEEE Vis. "Effect of uncertainty visualizations on myopic loss aversion and the equity premium puzzle in retirement investment decisions"

    HTML

  4. dsba6010-spring2022 dsba6010-spring2022 Public

    Spring 2022 DSBA 6010 / STAT 7027 Bayesian Statistics (Special Topics in DSBA / STAT)

    HTML 3