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calibration_for_design

Paper: Computer model calibration as a method for design

examples

Storage of example scripts for testing/training purposes

football_analysis

Analysis of data from wearable performance trackers

image_captioning_and_vqna

left-leaning_red_black_trees

This Jupyter notebook contains a Python 2 implementation of left-leaning red/black trees, a variant of binary search trees, along with code to visualize the trees.

nsf-dems_calibration

Code for calibration as a method of design.

pdfqna

Use open-source, free LLMs to perform question-answering on sets of pdfs.

pplop

Using perplexity to guide discrete optimization of prompts for LLM-driven open-ended categorization.

presidential_election_forecast_2016

A Bayesian analysis of polling data and historical voting records to try to predict the outcome of the 2016 U.S. Presidential election.

race_and_senate_representation

This Jupyter notebook shows how average level of U.S. Senate representation varies with race and ethnicity.

random_forests_facial_recognition

A brief introduction to random forests, illustrated with a Python 3 application in real-time facial recognition.

resources_for_ai-ml-ds_against_bias

Racial justice resources for AI/ML/DS

running_records

Tools for automatically scoring a running record reading assessment.

sa_election

Analysis of social media posts related to the May 29, 2024 South Africa elections.

shakespeare

Watt AI Shakespeare project

social_media_frame_analysis

Tools for extracting and analyzing frames/theories/narratives from social media posts.

subset_simulation_with_multivariate_draw

Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.

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