maeveshi Goto Github PK

Hi all, this is Maeve, I'm currently a Master of Data Science student at the University of British Columbia. I obtained my bachelor degree in Applied Mathematics from Sichuan University in 2020 and have nearly 3 years experience in research fields. Now I'm working as a research co-pilot at Visual Cognition Lab of UBC.

• Image Classification on 10 monkey species: Built CNN models from scratch, used transfer learning and densenet as pretrained model and performed fine tuning, build Generative Adversarial Networks and showed the fixed noise passed as the latent vector to the GAN throughout the training process. Repository can be accessed here

• Developed Python & R packages: a beginner-friendly image processing tool to crop, rotate, compress, or change the color scale of a given image.: You can access the packages from PYPI, or visit the repositories: Imghelp-Python, Imghelp-R

• Developed dashboards to illustratively show the video game sales trend in North America and global: Click here to visit the website, you can also access source code here.

• Analysis of Reddit Mental Health Datasets: how Covid-19 impacts people's life: The final report can be found here, the source code can be found in this repository.

• A comprehensive summary upon SQL and NoSQL: examples, excercise and tricks to crack different tough cases. Click here to visit.
• Statistical inference tools in real trials: succinct introduction and notes regards to common statistical theories: t-tests, ANOVA test and different types of regression, includes examples of how to conduct those tests in Python or R. Click here to visit.

Last Updated: May 15, 2022.