Arqam Patel

Compendia

My Compendium of Paper Summaries

My Compendium of Notes on Online Articles I Found Useful

DL

• vanilla autoencoder

RL

• markov reward processes
• markov decision processes
• value iteration in python

Misc stats, data science, ml stuff

• using scikit-learn pipelines, 22/07/23
• a naive attempt at regression on tabular data, 22/6/23
• Comparing bridge and OLS linear regression 19/6/23
• classification metrics 17/6/23
• class imbalance 17/6/23
• very high level overview of time series that i dont recommend anyone reads 17/6/23
• sampling
• maximum likelihood estimation
• central limit theorem
• stochastic optimisation in R

course assignments, project repos and misc

• Report: UGP in Evolutionary Game Theory
• Slides: UGP in Evolutionary Game Theory
• mth208: EDA and shiny app
• cs779: sign segmentation
• cs779: sentiment classification
• ee798: time series analysis of coalfield pollution data
• eng122: intro to linguistics course notes
• unsuccessful GSOC proposal files