Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Probability

PyTorch Variational Autoencoder

 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)
Implementing Variational Autoencoder in PyTorch

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Neural Network, 
Bayesian Inference, 
PyTorch, 
Variational Autoencoder, 
VAE  
  Read More

Variational Autoencoder

 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)
Optimizing Probabilistic Models with Latent Variables

 
Machine Learning, 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference, 
Variational Autoencoder, 
VAE  
  Read More

Reparameterization Trick

 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)
How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Jacobian, 
Variational Autoencoder  
  Read More

Transformations of Random Variables

 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)
How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

 
Statistics, 
Probability, 
Mathematics, 
Jacobian  
  Read More

Marginal Likelihood Estimation

 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)
Dealing with the Intractable Marginal Likelihood in Bayesian Inference

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Expectation Maximization Algorithm

 04-15-2024 04-15-2024 blog an hour read (About 6724 words)
Optimizing Probabilistic Models with Latent Variables

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Ichiban Kuji Probability Calculator

 09-04-2022 09-04-2022 project 11 minutes read (About 1645 words)
Ichiban Kuji Game Assistant

 
Ichiban Kuji, 
Probability, 
Mathematics, 
Japan  
  Read More

一番赏概率计算器

 08-11-2022 08-11-2022 essay 13 minutes read (About 1886 words)
一番赏大战博弈助手

 
Ichiban Kuji, 
Probability, 
Mathematics, 
Japan  
  Read More

The Probability Behind Safety

 08-01-2022 08-01-2022 blog 12 minutes read (About 1788 words)
Mathematical Motivations for Safety Requirement Inheritance and Decomposition

 
Probability, 
Mathematics, 
Safety  
  Read More

Intercausal Reasoning

 02-25-2021 02-25-2021 blog 4 minutes read (About 601 words)
Explaining Away and Explaining "Close"

 
Probability, 
Probabilistic Graphical Model  
  Read More

Introduction to Dirichlet Distribution

 09-10-2019 09-10-2019 blog 21 minutes read (About 3185 words)
Mathematical Foundations to Dirichlet Distribution

 
Statistics, 
Probability  
  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  
  Read More
Previous
Next
  • 1
  • 2
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1415

Categories

8

Tags

830

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog581
  • essay359
  • life336
  • miscellaneous2
  • photography88
  • project20
  • reading8

follow.it

Recents

08-06-2026

悬案

essay

08-01-2026

2026 Brazen Summer Breeze 5K 竞赛

life

07-31-2026

PyTorch Multi-Process Inference Weight Sharing Via Inter-Process Communication

blog

07-30-2026

Lee Cronin's The Mummy

essay

07-26-2026

Raptor Encounter In Morgan Hill 观摩

life

Archives

  • August 20262
  • July 202623
  • June 202621
  • May 202624
  • April 202618
  • See All >>

Tags

Outdoors341
California273
Hiking254
CPP122
Photography104
Mathematics102
Deep Learning87
Running79
Wildlife79
CUDA76
Bird73
Racing55
Movie44
Python38
Software Engineering36
Machine Learning35
China33
Linux33
NVIDIA32
Statistics32
See All >>
Lei Mao's Log Book

© 2017-2026 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×