Sophie(Huidong) Xu's repositories
Article-Recommendation-Engine
Building a Article Recommendation Engine using Word2vec and Stanford's GloVe
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Decision-Tree-from-Scratch
Implementation of decision trees for classification and regression as objects similar to sklearn's.
Feature-Importance
Investigation of various feature importance strategies.
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KMeans-from-Scratch
Implementation of K-means and K-means++ from scratch.
Random-Forest-from-Scratch
Implementation of Random Forest comparable to scikit-learn’s.
Sentiment-Analysis-with-Naive-Bayes-from-Scratch
Implementation of Naive Bayes from scratch and its application to Sentiment Analysis.
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Linear-Regression-from-Scratch
Implementation of Regularized Linear and Logistic Regression with Gradient Descent from scratch.
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