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What does effect size mean in GWAS?

Posted by Yao Yao on November 6, 2019

Cross Entropy vs Cross Entropy Loss

Posted by Yao Yao on June 21, 2019

Tensorflow 2.0 Autograph and Tracing: an example

Posted by Yao Yao on June 12, 2019

Python: Ellipsis (...) / Numpy: axis=-1 / np.newaxis

Posted by Yao Yao on June 12, 2019

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