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petershan1119's Projects

006966 icon 006966

데이터 분석을 위한 베이지안 통계 모델링 with Stan & R

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Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

align-linguistic-alignment icon align-linguistic-alignment

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

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Research on aggregated relational data

aspect-based-sentiment-analysis-on-yelp-reviews icon aspect-based-sentiment-analysis-on-yelp-reviews

Performed Aspect Based Sentiment Analysis using Topic Modeling(LDA) and sentiment analysis and Regression analysis using Python and Spark on Yelp Restaurant Reviews. The objective of the project was to understand how to extract quantifiable information from reviews to understand the impact of the important aspects for different cuisines and their impact on overall ratings. This project was done in collaboration with my peers at Carlson School Of Management as part of Big Data Analytics Project.

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Code for Applied Text Analysis with Python

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Distinct encoding of decision confidence in human medial prefrontal cortex

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I put some codes of the exercises and contents in Bayesian Data Analysis, Third Edition (BDA3) (Andrew Gelman el al. (2013)).

biclique icon biclique

Maximal Biclique Enumeration in Bipartite Graphs

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R package for triadic analysis of affiliation networks

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Bayesian Latent Space Model R package

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NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

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