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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  
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PyTorch Model Export to ONNX Failed Due to ATen

 07-03-2019 07-03-2019 blog 10 minutes read (About 1445 words)
A Funny Story About PyTorch, ATen, and ONNX

 
Deep Learning, 
Software Engineering, 
PyTorch, 
ATen, 
ONNX  
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gRPC Tutorial

 06-22-2019 12-24-2020 blog 6 minutes read (About 863 words)
State-of-the-Art High Performance Remote Procedure Call Using C++ and CMake

 
Software Engineering  
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Creating Custom Images on Google Cloud

 06-20-2019 06-20-2019 blog 4 minutes read (About 596 words)
Accelerate Configurations for VM Instance

 
Software Engineering  
  Read More

Introduction to Exponential Family

 06-14-2019 06-14-2019 blog 18 minutes read (About 2639 words)
Setting Up Foundations to Variational Inference

 
Statistics, 
Probability  
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Understand Proportional Symbol in Probability and Statistics

 06-13-2019 05-18-2021 blog 3 minutes read (About 466 words)
Some Math Conventions in Probability and Statistics

 
Statistics, 
Probability  
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Installing TensorRT Python Components

 06-11-2019 06-11-2019 blog a minute read (About 210 words)
Fill Some TensorRT Installation Holes

 
Software Engineering, 
TensorRT  
  Read More

Conjugate Priors

 06-10-2019 09-12-2019 blog 8 minutes read (About 1215 words)
Some Statistics Knowledge to Bayesian Inference

 
Statistics, 
Bayesian Inference  
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Google Protocol Buffer Tutorial

 06-05-2019 06-06-2019 blog 3 minutes read (About 512 words)
Modern Structured Data Serialization and a Stepping Stone to gRPC

 
Software Engineering  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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