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ai-tunes

author_identification

Kaggle competition to identify horror writers from brief passages. (Work in progress 10/29/17)

bayes

big-five-age-and-gender

Analyzing personality traits by age, gender, and country. Something I've always been curious about!

boston-housing

A regression model to predict housing prices. Completed as part of Udacity's Machine Learning Engineer nanodegree.

calculus

How to do integral and differential calculus in Python. Definitely a work in progress!

charity-ml

Uses machine learning to identify potential donors to a charity.

chatrwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

chocolatepy

Analyzing the quality of chocolate using EDA and machine learning

clip-interrogator

Image to prompt with BLIP and CLIP

coding-challenges

A collection of coding challenges I've run across. (WIP)

collaborative-filtering

college_student_preferences

confidence-quiz

I administered a true-false quiz with a twist! Students had to answer on a scale, also saying how confident they were in their answers.

credit-card-fraud-detection

customer-churn

Modeling telco customer churn

customer-segmentation

Completed as part of Udacity's Machine Learning Engineer nanodegree.

deep-learning-image-classification

Uses TensorFlow to classify images from the CIFAR-10 dataset.

deep-simpsons

Generated Simpsons scripts using a neural network. See some of my favorites at https://twitter.com/deepsimpsons

deepwiki

Using a neural network to translate Wikipedia articles into simple English!

disco-diffusion

django-learning

Working my way through various Django tutorials

dog-breed-classifier

A neural network to classify dog breeds and tell humans what breeds they look like!

edgic

education-analytics

A quick project predicting student success in an online classroom.

education-analytics-intervention

emotion-journal

Examines the effect that journaling has on mental health!

evogen-prompt-evolution

factor-analysis

Demonstrating a new method of factor analysis

game-theory

A personal learning project! I'm working on implementing various game theory problems in Python.