JeffreyTsa1
Front-end Development, Natural Language Processing, Data Science, Artificial Intelligence.
Pinned Repositories
HourGlass
1 hour glass, 2 hour glass, 3 hour glass
2018-Portfolio
This is the repo for my personal website in 2018. Coded with HTML/CSS/JS/JQuery.
22portfolio
acRec
carScraper
Scrapes Used Car Listings
creative-network
Creative Network
pos_tagging_task
Machine Learning Brute-force approach on Part of Speech Tagging. Estimated precision, recall, accuracy, and F-measure on the task using 5-fold cross-validation. Implemented classifiers in Python for extra credit. Completed for school.
rl_task
Trained an artificial intelligence agent using reinforcement learning to play a simple version of the game "Snake". Implemented a Temporal Difference version of the Q-learning Algorithm. Completed for school.
sentiment_analyzer_task
Sentiment Analyzer built with Python. Pre-processed data and built a basic Bag-of-words model. Implemented the Naive Bayes, Decision Tree, and Logistic Regression classifiers. Also ran classifiers on a dataset of Yelp reviews for extra credit. Completed for school.
2020-website
Sigchi website revamp
JeffreyTsa1's Repositories
JeffreyTsa1/2018-Portfolio
This is the repo for my personal website in 2018. Coded with HTML/CSS/JS/JQuery.
JeffreyTsa1/22portfolio
JeffreyTsa1/acRec
JeffreyTsa1/carScraper
Scrapes Used Car Listings
JeffreyTsa1/creative-network
Creative Network
JeffreyTsa1/highschoolsentimentanalyzer
JeffreyTsa1/pos_tagging_task
Machine Learning Brute-force approach on Part of Speech Tagging. Estimated precision, recall, accuracy, and F-measure on the task using 5-fold cross-validation. Implemented classifiers in Python for extra credit. Completed for school.
JeffreyTsa1/rl_task
Trained an artificial intelligence agent using reinforcement learning to play a simple version of the game "Snake". Implemented a Temporal Difference version of the Q-learning Algorithm. Completed for school.
JeffreyTsa1/sentiment_analyzer_task
Sentiment Analyzer built with Python. Pre-processed data and built a basic Bag-of-words model. Implemented the Naive Bayes, Decision Tree, and Logistic Regression classifiers. Also ran classifiers on a dataset of Yelp reviews for extra credit. Completed for school.
JeffreyTsa1/hmm_pos_tagging_task
JeffreyTsa1/image_classification_task
JeffreyTsa1/MKChallenge
Completed Task for MK
JeffreyTsa1/react-test
Created with StackBlitz ⚡️
JeffreyTsa1/spool_test
Python Script Scheduler
JeffreyTsa1/ud851-Exercises
JeffreyTsa1/ud851-Sunshine