Blog

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Huber loss / np.where

Posted by Yao Yao on June 12, 2019

Convolution is convolution; it's NOT dot product

Posted by Yao Yao on May 20, 2019

Terminology Recap: Method of Least Squares (and its relationship with MLE)

Posted by Yao Yao on April 13, 2019

Terminology Recap: Generative Models / Discriminative Models / Frequentist Machine Learning / Bayesian Machine Learning / Supervised Learning / Unsupervised Learning / Linear Regression / Naive Bayes Classifier

Posted by Yao Yao on April 11, 2019

Install Oracle JDK 8 and switch between JDKs in Ubuntu 18.04

Posted by Yao Yao on March 6, 2019

Terminology Recap: Sampling / Sample / Sample Space / Experiment / Statistical Model / Statistic / Estimator / Empirical Distribution / Resampling / CV / Jackknife / Bootstrap / Bagging / Likelihood / Estimation and Machine Learning

Posted by Yao Yao on February 26, 2019

Ring / Ring of sets

Posted by Yao Yao on February 26, 2019

Terminology Recap: Random Variable / Distribution / PMF / PDF / Independence / Marginal Distribution / Joint Distribution / Conditional Random Variable

Posted by Yao Yao on February 26, 2019

Pandas: one-column Boolean DataFrame vs Boolean Series

Posted by Yao Yao on February 15, 2019

Quick facts on SNAP / Node2vec cannot handle multi-graphs

Posted by Yao Yao on February 12, 2019