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admm

Using ADMM algrithm to solve Robust PCA problem

bigdata-notes

byow

eda-visualization-on-bike-sharing-data

Cleaning, visualization, and exploration of the bike sharing data

ml-interview-q-a

Machine learning interview questions.

modeling-and-analyzing-covid-19-cases

An analysis of daily COVID-19 cases by U.S. county through 2021.

nasa-satellite-sst-figures-reproduction

For qusetion 1-3 we reproduced the result from the lecture using the Mauna Loa CO2 data. For question 4-6 we reproduced the results from Figure 1 to 3 in Gentemann, Chelle L., Fewings, Melanie R. and García‐Reyes, Marisol. "Satellite sea surface temperatures along the West Coast of the United States during the 2014–2016 northeast Pacific marine he

predicting-housing-prices-in-cook-county

First, specified and fit a linear model to a few features of the housing data to predict housing prices. Next, analyzed the error of the model and brainstorm ways to improve the model's performance. Finally, delved deeper into the implications of predictive modeling.

pytrial

PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development

shanghai-second-hand-housing-analysis

text-analysis-on-twitter-dataset

Cleaning and Exploring Twitter Data using REGEX

tianyichen.github.io

uncertainty-quantification-on-clinical-trial-outcome-prediction

The official repo for paper: Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction by Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem, Tianfan Fu