DigitalProductSchool

My life in Digital Product School - week 8/9/10

Digital Product School week 5

Digital Product School week 4

Digital Product School week 1

People in the World

Jeremy Howard

Julia Evans

Elif Shafak

Retrospect

Retrospect of ACL 2020 paper writing

Retrospective on Pycon 2019 Korea (CoC Committee)

Resource

4 reasons took much time to setting GPU for fast.ai than I expected

Why am I not listed as a contributor?!

From the end of last year, big changes have witnessed in NLP research.Embracing an unprecedented growth, I started to study new exciting results and advances.In doing so, I noticed I’...

In Resource, Jan 10, 2020

Why am I not listed as a contributor?!

toy-project

Making a classifier with image dataset made from gooogle

Fastai.NLP

Algorithmic bias

fastai.v3

Part2 Transformer from scatch | fastai 2019 course -v3

Part2 lesson 11, 07a Layer-wise Sequential Unit Variance Initialization | fastai 2019 course -v3

Part2 lesson 11, 09 Optimizer | fastai 2019 course -v3

Part2 lesson 11, 08 datablock | fastai 2019 course -v3

Part2 lesson 10, 07 batchnorm | fastai 2019 course -v3

Part2 lesson 10, 06 ConvNet cuda hooks | fastai 2019 course -v3

Part2 lesson 10, 5ab, closure&decorator, early stopping

Part2 lesson 9, 01 matmul & 02 fully-connected | fastai 2019 course -v3

Part2 lesson 10, 05 anneal | fastai 2019 course -v3

Sylvain Gugger at a joint NYC AI & ML x NYC PyTorch on 03/20/2019

Part2 lesson 10, 04 callbacks | fastai 2019 course -v3

Part2 lesson 9, 03_minibatch_training | fastai 2019 course -v3

Part2 lesson 9 Note | fastai 2019 course -v3

Part1 lesson7 | fastai 2019 course-v3

Part1 lesson6 note | fastai 2019 course-v3

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

SGD from scratch

Gradient backward, Chain Rule, Refactoring

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?'

Digging into convolution

fastai.v4

Part1 lesson7 note | fastai 2020 course-v4

Part1 lesson6 note | fastai 2020 course-v4

cs224n

CS224N | Winter2019 | Assignment 3 Solution

CS224N: NLP with Deep Learning | Winter2019 | Lecture5

CS224N: NLP with Deep Learning | Winter2019 | Lecture2

CS224N: NLP with Deep Learning | Winter2019 | Lecture1

QnA

[Question] Tracking status of of learning

[Answer] Tracking status of of learning

Most contents of this QnA series are based on my own trouble, curiosity and sometimes for reminding.</br>But, if you discovered this article through organic search and If you go...

In QnA, Jun 05, 2020

[Answer] Tracking status of of learning

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,