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Part1 lesson7 note | fastai 2020 course-v4

Note of lesson7 : Deep Learning Part 1 of Spring 2020 at USF

In fastai.v4, Apr 29, 2020

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 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 2019 course-v3

[v1] Thu, 16 Apr 2020

In fastai.v3, Apr 15, 2020

[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

SGD from scratch

Stochastic Gradient Descent from scratch

In fastai.v3, Mar 20, 2020

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

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

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 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