Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayArchivesCategoriesTagsFAQs
  • Tags
  • Mathematics

PyTorch Automatic Differentiation

 03-15-2022 03-15-2022 blog 18 minutes read (About 2737 words)
Automatic Differentiation in Forward Mode and Reverse Mode Using PyTorch autograd and functorch

 
Deep Learning, 
Mathematics, 
PyTorch  
  Read more

Axis/Angle 3D Rotation Representation

 02-28-2022 02-28-2022 blog 16 minutes read (About 2357 words)
Derivation of Axis/Angle 3D Rotation Representation

 
Mathematics, 
Geometry, 
Computer Graphics  
  Read more

Automatic Differentiation

 02-21-2022 03-17-2022 article 35 minutes read (About 5230 words)
Mathematical Foundations to Neural Network Optimization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Mathematical Optimization  
  Read more

Convolution Shape Inference

 01-17-2022 01-17-2022 blog 2 minutes read (About 291 words)
Compute Convolution Output Shape from Configurations

 
Deep Learning, 
Mathematics  
  Read more

Matrix Exponential

 01-10-2022 08-17-2022 blog 9 minutes read (About 1340 words)
From Exponential Function to Matrix Exponential

 
Mathematics  
  Read more

Exponential Function

 12-27-2021 12-27-2021 blog 6 minutes read (About 889 words)
Equivalence of the Exponential Function Definitions

 
Mathematics  
  Read more

Covariance VS Pearson Correlation Coefficient

 12-20-2021 12-20-2021 blog 5 minutes read (About 774 words)
Simple and Quick Understanding of Covariance and Pearson Correlation Coefficient

 
Mathematics, 
Statistics  
  Read more

2D Plane Transformation

 12-06-2021 03-01-2023 blog 15 minutes read (About 2311 words)
Common 2D Plane Transformation Mathematics and Properties

 
Mathematics, 
Geometry  
  Read more

3D Line Mathematics

 11-29-2021 11-29-2021 blog 6 minutes read (About 903 words)
3D Line Mathematics Using Homogeneous and Inhomogeneous Coordinates

 
Mathematics  
  Read more

Depthwise Separable Convolution

 11-08-2021 11-08-2021 blog 7 minutes read (About 1018 words)
Reducing Memory and Math Bandwidth Requirements for Convolution

 
Deep Learning, 
Mathematics  
  Read more
Previous
Next
  • 1
  • 2
  • 3
  • …
  • 6
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

555

Categories

7

Tags

347

  Follow   Sponsor

Categories

  • article15
  • blog364
  • essay79
  • life69
  • miscellaneous2
  • project18
  • reading8

follow.it

Advertisement


Recents

04-15-2023

OpenAI GPT Models

article

04-06-2023

Transformer Autoregressive Inference Optimization

article

04-05-2023

C++ Base Class Destructors

blog

04-01-2023

Linear VS Affine

blog

03-27-2023

B站视频常见的BGM

essay

Archives

  • April 20234
  • March 202313
  • February 202316
  • January 202319
  • December 202215
  • See All >>

Tags

CPP78
Outdoors71
Mathematics56
Deep Learning52
Hiking46
Machine Learning35
Software Engineering27
CUDA25
Linux24
Statistics23
Python22
Jogging19
Physics18
Docker17
C15
Park14
Computer Vision13
JavaScript13
Ubuntu13
Optimization12
See All >>
Lei Mao's Log Book

© 2023 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×