Tracy Miao's repositories
Algorithm-and-Data-Structure
Store my solutions to algorithm problems
C-sharp-for-Grasshopper
Store my C# grasshopper components
GSD-6338-Introduction-to-Computational-Design
4D Transformation Visualization project and Kirigamy Algorithm project in course GSD 6338. Videos of demonstration attached inside. Skills contain C# , python and grasshopper in Geometric Computation and Data Visualization
InverseGraphics-HW2
Homework2 on neural field for course MIT 6.S980 Inverse Graphics
MIT-4.033-Information-Design-and-Visualization
Projects include a Cocktail picker, Weather app and clock sketches in p5js (a visual computing JavaScript Library) in the course MIT 4.033 Information Design and Visualization which focuses on creative data visualization
MIT-Design-Heritage
Research projects include Machine Learning application of DPT image segmentation, Pix2pix and Moments in Time video analysis models. All from course MIT 4.570 which focus on using data-driven methods to explore design issues.
PageRank_wiki
Implementation of PageRank algorithm. Lab V in course MIT 6.3800 introduction to inference
robot
Implementaion of Markov Chain for Robot states prediction. Lab3 for course MIT 6.3800 Introduction to Inference
Sentiment-Analysis-on-Cambridge-Wide-Airbnb-Data
In the project, I use a NLP technique -- sentiment analysis on Airbnb review data and make some visualization out of the result.
spam_filtering
lab4 from MIT6.3800 introduction to inference
Webscraping
Some webscraping exercises via Python Selenium library, Beautiful Soup Library and APIs