EJ Boettcher's repositories
BayesianOpt
Bayesian Optimization Tutorial
gemcitytech-Quarto
quarto tutorial
pykan
Kolmogorov Arnold Networks
diamond
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model.
WID-exploreAI
WID lunch talk on AI
dhrn-screener
Dayton Home Repair Network Screener application
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
gemcityML
Gem City Machine Learning Meet-up
gemcityML_JupyterAI
Sunspot comparison of a data scientist with JupyterAI
gemcityml-gen-qr
Talk on Generative AI to make QR codes.
asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
gemcityml-svd
Using SVD to predict from a time series. Tutorial of GemCityML
gemcityML_langchain
LLM example how to use Langchain to write a bio using one's resume.
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
gemcityML_startup
start up discussions for creating a ML business.
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
stem_light_demo
STEM talk on light
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.
pyrm3100
Example of using PNI RM3100 with circuit python
gemcityml_ab_testing
AB Testing
gemcityml_holiday
gemcityML 2022 December Meetup
mlflow-examples
Basic and advanced MLflow examples for many ML flavors
Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
software-dev-for-mlops-101
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
TheK8sBook
YAML files for use with The Kubernetes Book
AB-testing
Taste of IT talk on AB-testing Nov 2022
GemCityTech_MLAI_Kmean
kmeans, k-means, GMM, ML, AI
references-tools
General reference tools that I use.