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Jupyter Notebook on Docker

 05-21-2018 05-21-2018 blog 4 minutes read (About 588 words)
Using Jupyter Notebook on Docker

 
Docker, 
Jupyter Notebook  
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TensorBoard on Docker

 05-15-2018 05-15-2018 blog 4 minutes read (About 559 words)
Visualization of TensorBoard on Docker

 
TensorFlow, 
TensorBoard, 
Docker  
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LogSumExp and Its Numerical Stability

 05-04-2018 05-04-2018 blog 3 minutes read (About 449 words)
Never Jump Out of Log Domain

 
Numerical Stability  
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Setting Up Jekyll Site Locally

 04-01-2018 12-31-2020 blog 6 minutes read (About 837 words)
Some Jekyll Notes

 
Web Development  
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Multivariate Gaussian and Covariance Matrix

 03-30-2018 03-30-2018 blog 7 minutes read (About 1057 words)
Fill Up Some Probability Holes

 
Probability, 
Linear Algebra  
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Prefix-Free Code and Huffman Coding

 03-17-2018 03-17-2018 blog 9 minutes read (About 1322 words)
Understand Prefix-Free Code, Huffman Coding, and Try it Using Library Tools

 
Information Theory  
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Pseudolikelihood in Graphical Models

 02-16-2018 02-16-2018 blog 4 minutes read (About 666 words)
Understand How Pseudolikelihood Works in Graphical Models

 
Probability, 
Graphical Models  
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Backpropagation Through Max-Pooling Layer

 08-21-2017 11-26-2019 blog a minute read (About 212 words)
Ever Think of Backpropagation Through Max-Pooling Layer?

 
Deep Learning, 
Math  
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Mathematical Logics Behind The Weights Initialization

 05-18-2017 05-18-2017 blog 4 minutes read (About 606 words)
Understand Why We Initialize the Weights in This Way

 
Machine Learning, 
Math  
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Lei Mao

Lei Mao

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Santa Clara, California

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