EJ Boettcher's repositories
evelyn_j_boettcher_cv
Evelyn J. Boettcher's CV/ Resume
gemcityML-No-CodeAI
No code tutorial on how to train a AL model. Bonus: low code web application for model
AB-testing
Taste of IT talk on AB-testing Nov 2022
asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
BayesianOpt
Bayesian Optimization Tutorial
dhrn-screener
Dayton Home Repair Network Screener application
diamond
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model.
gemcityml-gen-qr
Talk on Generative AI to make QR codes.
gemcityml-svd
Using SVD to predict from a time series. Tutorial of GemCityML
gemcityml_ab_testing
AB Testing
gemcityml_holiday
gemcityML 2022 December Meetup
gemcityML_JupyterAI
Sunspot comparison of a data scientist with JupyterAI
gemcityML_langchain
LLM example how to use Langchain to write a bio using one's resume.
gemcityML_startup
start up discussions for creating a ML business.
gemcitytech-Quarto
quarto tutorial
GemCityTech_MLAI_Kmean
kmeans, k-means, GMM, ML, AI
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
mlflow-examples
Basic and advanced MLflow examples for many ML flavors
pykan
Kolmogorov Arnold Networks
pyrm3100
Example of using PNI RM3100 with circuit python
references-tools
General reference tools that I use.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
software-dev-for-mlops-101
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
stem_light_demo
STEM talk on light
TheK8sBook
YAML files for use with The Kubernetes Book
WID-exploreAI
WID lunch talk on AI