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Label Smoothing

 08-11-2019 12-26-2020 blog 6 minutes read (About 956 words)
Regularization for Classification Models

 
Machine Learning, 
Optimization, 
Regularization  
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Cross Entropy, KL Divergence, and Maximum Likelihood Estimation

 08-10-2019 08-10-2019 blog 6 minutes read (About 942 words)
Some Theories for Machine Learning Optimization

 
Machine Learning, 
Information Theory, 
Cross Entropy, 
KL Divergence, 
Maximum Likelihood Estimation  
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Ubuntu Gaming Guide

 08-07-2019 02-23-2020 blog 7 minutes read (About 1120 words)
Ubuntu Now Has Become the Best OS for Both Development and Gaming

 
Linux, 
Ubuntu, 
Gaming  
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Google Cloud Kubernetes Tutorial

 08-06-2019 08-06-2019 blog 14 minutes read (About 2048 words)
Deploying Containerized Applications on Google Cloud

 
Software Engineering, 
Kubernetes, 
Google Cloud  
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Matthews Correlation Coefficient

 08-04-2019 08-04-2019 blog 9 minutes read (About 1289 words)
An Archaeological Investigation on Matthews Correlation Coefficient

 
Statistics  
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Git Submodule

 07-30-2019 12-15-2019 blog 7 minutes read (About 1022 words)
Playing with Submodules on Git

 
Git, 
Software Engineering  
  Read More

Ubuntu Dock Disappearance Fix

 07-28-2019 01-22-2022 blog 2 minutes read (About 281 words)
A Temporarily Workaround Without Rebooting the Computer

 
Linux, 
Ubuntu  
  Read More

Git Large File Storage

 07-22-2019 07-22-2019 blog 2 minutes read (About 356 words)
Playing with Large Files on Git

 
Git, 
Software Engineering  
  Read More

Byte Pair Encoding

 07-19-2019 07-19-2019 blog 16 minutes read (About 2377 words)
Common Tokenization Method for Natural Language Processing

 
Natural Language Processing, 
Information Theory, 
Byte Pair Encoding  
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Entropy, Perplexity and Its Applications

 07-17-2019 12-21-2023 blog 15 minutes read (About 2316 words)
Foundations of Information Theory to Machine Learning

 
Information Theory, 
Shannon Entropy, 
Perplexity, 
Entropy  
  Read More

Format Python Code Using YAPF

 07-16-2019 02-04-2024 blog 2 minutes read (About 271 words)
YAPF Quick Tutorial

 
Python, 
Software Engineering, 
YAPF  
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Installing Cisco AnyConnect VPN Client on Ubuntu

 07-10-2019 02-26-2021 blog a minute read (About 217 words)
Make VPN a Friend to Linux

 
Linux, 
Ubuntu  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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