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Titus Jungao's Projects

covid19 icon covid19

Keeping my sanity during this pandemic by learning more about it through data and data science.

hpobench icon hpobench

Collection of hyperparameter optimization benchmark problems

html-ml icon html-ml

Machine Learning in HTML using Pyscript

kafka-ml icon kafka-ml

An experiment with scikit-learn and kafka

loanpayoffprediction icon loanpayoffprediction

Given a set of factors (load details and socio-economic), can we predict if a loan will be paid off on time or only through collection efforts?

python4math icon python4math

Repo for notebooks used in a workshop on Introduction to Python for Mathematics

streamlit_topic_modeling icon streamlit_topic_modeling

Tool for rapidly identifying topics from text data using methods such as tf-idf + kmeans, lda, and nmf.

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

text-to-sql icon text-to-sql

My experiments in building a text-to-sql interface using GenAI

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