These are some of my favorite repos: β£ββ π€ llm/ml/nlp demos β β£ββ Fireworks Colab Fine Tuning β β£ββ HF SFT QLoRA with Mistral7B and Colab T4 β β£ββ Getting Started with Prompt Engineering with OpenAI API β β£ββ Bayesian beagle: Quarto blog of daily LLM-generated summaries of Arxiv preprints β β£ββ Prodigy NER fine-tuning med7 for synthetic doctors' notes β β£ββ Prodigy LLM prompt tournament for tweet generation by topic β β£ββ LLM summarization evaluation with Prodigy β β£ββ Address extraction NER model with LLM synthetic data and Prodigy β βββ spaCy-Prodigy workflow for NER Citation model on eCFR Banking Regulation β β£ββ π οΈ deployment demos β β£ββ Deploying a Huggingface model to AWS SageMaker with Snowflake connector β β£ββ Deploy Prodigy via Streamlit app on HF Spaces β β£ββ Docker templates for Prodigy β β£ββ Prodigy Docker Compose β β£ββ Prodigy OpenShift deployment β βββ FastAPI spaCy deployment on HF Spaces β β£ββ π papers β β£ββ VitaLITy Vis (Vis 2021) β β£ββ Myopic Loss Aversion (Vis 2021) β β£ββ Bayesian Correlation Judgement (Vis 2020) β β£ββ Verifi (ICWSM 2018) β β£ββ Twitter Bumper Stickers (ICWSM 2018) β βββ Anchoring Effect in Visual Analytics (VAST 2017) β βββ π¬ teaching β£ββ DSBA6122: Advanced Business Analytics (Summer 2024) Notebooks β£ββ DSBA6010|STAT7027: Bayesian Statistics (Spring 2022) β£ββ DSBA5122: Visual Analytics (Fall 2019) βββ DSBA5122: Visual Analytics (Spring 2019)
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bayesian-beagle
bayesian-beagle PublicBayesian beagle: Quarto blog of daily LLM-generated summaries of Arxiv preprints
HTML 5
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huggingface-sagemaker-snowflake-deployment
huggingface-sagemaker-snowflake-deployment PublicDeploying a Huggingface model to AWS SageMaker with Snowflake connector.
Python
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myopic-loss-aversion-vis-2021
myopic-loss-aversion-vis-2021 PublicCode 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
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dsba6010-spring2022
dsba6010-spring2022 PublicSpring 2022 DSBA 6010 / STAT 7027 Bayesian Statistics (Special Topics in DSBA / STAT)
HTML 2
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