Kelsey Pericak's repositories
AB_Testing
Reference codes to set up and evaluate AB tests.
GridSearchPipelines
Pipelines that can be reused for multiple use cases to hyper-tune models. Can change the model and parameters to test others beyond the SVM, decision tree and KNN shown. Examples of standardization included.
hello-world
First repository
InceptionV3-FoodClassification
A model built with MMAI team members that accurately predicts the food name for food in a new image with InceptionV3.
KMeans-Clustering
Clustering with k automatically tuned on maximum silhouette score, and the within-cluster sum of squares plotted.
Lambda_practice
Run code with aws lambda using online tutorial code as demo.
pptx_ScanText_SaveImages
This script will take any Power Point slideshow and scan all the text for input phrases. It will also save every image into a folder in mere seconds. Great for huge presentations.
Tensorflow-MNIST-Predictions
Deep learning with dense layers and dropout to predict MNIST numbers, and some data + model exploration.
SankeyDiagram
Use this to create a sankey diagram from a data frame.
TO_RealEstateHPI_Prediction
Very performant home price index prediction for single family homes in Toronto.