bkapsalis Goto Github PK

a-b_testing

Does setting 'clear expectations' reducing the number of students leaving the free trial.

advanced_lane_line_detection

Using a video taken from a cars determine where the lane lines are. Must see README.MD

codelab-ai-genkit-rag

dog_breed_identifier

This model identifies a dogs breed from an image.

exploratory_data_analysis_of_bank_loan_data

Must see README.md. Explores date about loans made by a bank from 2006 to 2014. Exploration revealed profit and loss by loan origination date, credit score, effect of 2008 market crash and possible fraudulent loans.

kaggle_competition_classify_gene_mutations_effect_on_protein_function

This is a Kaggle competition sponsored by Memorial Sloan Kettering Cancer Center. This competition is the first step in personalized medicine to determine oncogenicity of a tumor. Algorithm using sparse words to predict gene mutations effect on protein function.

mern

MERN mongo deployed on Heroku

mlops-on-gcp

node-github-cicd

photosrepopwa

Wild life and landscape photos.

predict_traffic_signs_from_images

Algorithm to predict the type of a street sign in an image.

pwa-cache-heroku

react-tic-tac-toe-with-history

state

mern redox react

temp-p

test-http-temp

test-readme-image-links

test123

test_vba

vehicle_detection_from_video_images

Must see README.md. Here I used HOG, Spatial Bins and Color Histogram to create a features used to predict if a small section or window of a video image contained an image of a car. Many setting were attempted with each function. A linearSVC classifier was used. It predicted true positives but also produced many false negatives and false positives. Finally a heat map was used the determine where the cars where.

vehicledetection_lanelinedetection

Here I used HOG, Spatial Bins and Color Histogram to create a features used to predict if a small section or window of a video image contained an image of a car. Many setting were attempted with each function. A linearSVC classifier was used. It predicted true positives but also produced many false negatives and false positives. Finally a heat map was used the determine where the cars where.