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woongjoonchoi/README.md

Hi there 👋

I am a research scientist working at the intersection of ML systems and computer vision, developing execution abstractions and algorithmic transformations that bridge the gap between structured vision workloads and practical system execution.

Carrer

자세히 보기

Researcher

KIST

2024.Sep -

  • Efficient Computer Vision
  • MLSystem(ex.Efficient Training,Efficient Inference, Efficient Computer System)연구

OCW and Mooc

개인적으로 공부한 OCW,Mooc and STEM books.

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DeepLearning Specialization :

certificate(link )

Assignment(버튼클릭)

  1. Optimization Assignment from scratch - Korean

    Optimization Assignment from scratch - English

  2. Convolution Assignment from scratch - Korean

    Convolution Assignment from scratch - English

  3. FeedForward Math derivation - korean

    FeedForward Math derivation - english

NoteTaking(버튼클릭)
  1. Structuring your machine learning projects
    Link
  2. Optimization,HyperParameter Tuning Link
  3. Convolution Neural Network Link
  4. Sequence Model

Pytorch

NoteTaking(버튼클릭)

data api

Link Kor
Link Eng

MIt 6.006(Introduction to Algorithm):

NoteTaking(버튼클릭)

lec 09 DFS and Topological Order

Link_Kor
Link_Eng

Assignment(버튼클릭)

Problem5

GithubLInk

Berkely CS 162 :

Khan Academy Statistics:

3b1b Linear Algebra

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lec01~05(Vector Space,Linear Transformation)

Kor
Eng

Mit Linear Algebra 18.06

3b1b Calculus

Python

Python self-studying by STEM Book and Cpython github source.

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Learning Python

STEM Books about Python Beginner ~ Intermediate

Note Taking

All Post

Kor Link
Eng Link

Chp 4 Built-in Objects

Kor Link
Eng Link

Chp 5 Numeric

Kor Link
Eng Link

Chp 13 Loop

Kor Link
Eng Link

Chp 17 Scope

Kor Link
Eng Link

Python Performance in terms of Python internal implementation

Python Peformance를 내부 구현 관점에서 바라봅니다.

Note Taking

Total Link about python internal

InternalAll_Kor

InternalAll_Eng

Link About Python Integer Internal

Integer_internal_kor

Integer_internal_English

Link About Python String operation and method Internal

String method internal kor

String method internal Eng

Git-SCm

STEM book about git in terms of Distributed Version control system

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Note-taking

Pinned Loading

  1. woongjoonchoi.github.io woongjoonchoi.github.io Public

    HTML 1

  2. DeepLearningPaper-Reproducing DeepLearningPaper-Reproducing Public

    Jupyter Notebook

  3. OCW-and-MOCC OCW-and-MOCC Public

    Jupyter Notebook

  4. CodingTest CodingTest Public

    Python 1

  5. pytorch/tutorials pytorch/tutorials Public

    PyTorch tutorials.

    Python 9.2k 4.4k