Charles Pan's repositories
FilmStudioMovieRec
Worked with six different datasets from multiple companies such as IMDB, Rotten Tomato, etc. to explore a merged dataset, create visualizations, and produce a recommendation for a film studio such as movie release timing, actor, actress, director, movie genre, etc.
H1N1SeasonalFluPred
Utilized pipelines and grid searches to build multiple models (LogReg/KNN/RandomForest) and select the best performing one for predicting whether a person was vaccinated or not
SeattleHousingPricePredictor
Linear regression model that predicts the Seattle House Price based off certain features with more than ten different combinations of features with low collinearity to each other.
TweetSentimentPredictor
A Negative/Positive Tweet Sentiment Logistic Regression Predictor that analyzes and breaks down Tweets utilizing Natural Language Processing to lemmatize and remove stopwords and predict whether a Tweet is Positive or Negative
charlesmpan
Config files for my GitHub profile.
SteamRecommender
A Steam Recommender System built off cosine-similarity from the surprise library that utilizes Streamlit as a web-based interface. Users just input one to four games, and the number of recommendations, and the recommender system will output recommendations and details regarding each rec.
Flatiron-Module-2-Final-Project
Flatiron Module 2 Final Project
LostArkLogger
Lost Ark Engraving Optimizer
NTL-DS-062722
Main Cohort repository for NTL-DS-062722
NTL0627_PG
Sub_Lectures for NTL cohort
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io