All Stories

Part1 lesson7 | fastai 2019 course-v3

Note of lesson7 : Deep Learning Part 1 of Spring 2019 at USF, version 3 course

In fastai.v3, Apr 29, 2020
Part1 lesson7 | fastai 2019 course-v3

Part1 lesson6 note | fastai 2020 course-v4

Note of lesson6 : Deep Learning Part 1 of Spring 2020 at USF

In fastai.v4, Apr 23, 2020
Part1 lesson6 note | fastai 2020 course-v4

Part1 lesson6 note | fastai 2019 course-v3

[v1] Thu, 16 Apr 2020

In fastai.v3, Apr 15, 2020
Part1 lesson6 note | fastai 2019 course-v3

[Q&A] Image Segmentation, using Unet with Driving Video data

This post is about my questions while I was studying USF Deep Learning course about image segmentation task.All the answers are from the course, source code, library document, or docu...

In fastai.v3, Apr 02, 2020
[Q&A] Image Segmentation, using Unet with Driving Video data

SGD from scratch

Stochastic Gradient Descent from scratch

In fastai.v3, Mar 20, 2020
SGD from scratch

Gradient backward, Chain Rule, Refactoring

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implem...

In fastai.v3, Mar 02, 2020
Gradient backward, Chain Rule, Refactoring

Implement forward&backward pass from scratch

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Mar 01, 2020
Implement forward&backward pass from scratch

What's inside Pytorch Operator?

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Mar 01, 2020
What's inside Pytorch Operator?

What is the meaning of 'deep-learning from foundations?'

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Feb 29, 2020
What is the meaning of 'deep-learning from foundations?'

Digging into convolution

Issues

In fastai.v3, Feb 28, 2020
Digging into convolution

Featured

  1. Part2 Transformer from scatch | fastai 2019 course -v3
    In fastai.v3,
  2. Part2 lesson 11, 07a Layer-wise Sequential Unit Variance Initialization | fastai 2019 course -v3
    In fastai.v3,
  3. Part2 lesson 11, 09 Optimizer | fastai 2019 course -v3
    In fastai.v3,
  4. Part2 lesson 10, 06 ConvNet cuda hooks | fastai 2019 course -v3
    In fastai.v3,
  5. Part2 lesson 10, 04 callbacks | fastai 2019 course -v3
    In fastai.v3,
  6. Part2 lesson 9, 03_minibatch_training | fastai 2019 course -v3
    In fastai.v3,
  7. Part2 lesson 9 Note | fastai 2019 course -v3
    In fastai.v3,
  8. [Q&A] Image Segmentation, using Unet with Driving Video data
    In fastai.v3,
  9. Why am I not listed as a contributor?!
    In Resource,
  10. Jeremy Howard
    In People in the World,