cehrett
Research Associate at Clemson University, specializing in artificial intelligence, machine learning, and data science.
Greenville, SC
Pinned Repositories
Calibration_for_design
Paper: Computer model calibration as a method for design
examples
Storage of example scripts for testing/training purposes
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.
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.
running_records
Tools for automatically scoring a running record reading assessment.
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.
cehrett's Repositories
cehrett/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.
cehrett/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.
cehrett/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.
cehrett/running_records
Tools for automatically scoring a running record reading assessment.
cehrett/Random_forests_facial_recognition
A brief introduction to random forests, illustrated with a Python 3 application in real-time facial recognition.
cehrett/shakespeare
Watt AI Shakespeare project
cehrett/social_media_frame_analysis
Tools for extracting and analyzing frames/theories/narratives from social media posts.
cehrett/Calibration_for_design
Paper: Computer model calibration as a method for design
cehrett/examples
Storage of example scripts for testing/training purposes
cehrett/Football_Analysis
Analysis of data from wearable performance trackers
cehrett/NSF-DEMS_calibration
Code for calibration as a method of design.
cehrett/Race_and_Senate_Representation
This Jupyter notebook shows how average level of U.S. Senate representation varies with race and ethnicity.
cehrett/image_captioning_and_vqna
cehrett/PDFQnA
Use open-source, free LLMs to perform question-answering on sets of pdfs.
cehrett/PPLOP
Using perplexity to guide discrete optimization of prompts for LLM-driven open-ended categorization.
cehrett/Resources_for_AI-ML-DS_Against_Bias
Racial justice resources for AI/ML/DS
cehrett/sa_election
Analysis of social media posts related to the May 29, 2024 South Africa elections.
cehrett/website