yifei-liu-stat

Yifei Liu's repositories

Code repo for reproducing results from "Boosting Data Analytics with Synthetic Volume Expansion" by X.Shen, Y. Liu and R. Shen

Language:Jupyter NotebookMIT5 10

Developed a Python library for difference of convex programming (DCP) for training neural networks.

Language:Jupyter NotebookMIT3 10

Code repo for "PASS: Perturbation Assisted Sample Synthesis --- A Novel Approach For Uncertainty Quantification"

Language:PythonMIT2 10

Tutorial session on PyTorch basics for STAT8056, UMN Statistics.

Language:Jupyter Notebook2 10

Explored the reasons why adversarial examples exist and the adversarial robustness of deep neural networks. This is a course project for CSCI8980.

Language:Python010

Consulting projects

Language:R010

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Language:PythonMIT000

Health data analysis for exploring patient experience using HCAHPS survey.

Language:R010

Bayesian analysis of sports league data from 2019–2020 NFL Season using MCMC.

Language:HTML010

Developed an R package for xkcd distribution and tested it.

Language:RNOASSERTION010