SUMIN PARK
SUMIN PARK

Interested in Geometric Deep Neural Networks and Their Phyiscal Applications

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  • ALL (180)
  • PAPERS
    Convolutional Neural Networks (6) Transformer (3) Optimization (2) Representation (1) Object Detection (5) Generative Models (1) Graph Neural Networks (10)
  • DL
    Deep Learning Specialization (6) cs231n (Stanford) (7) Signals & Systems (9)
  • ML
    CS229 (4) Optimization (9) Information Theory (1) Reinforcement Learning (1) Spectral Graph Theory (1)
  • PHYSICS
    Classical Mechanics (1) Special Relativity (1) Electromagnetism (1)
  • PYTHON
    Algorithms (22) Crawling (3)
  • MATH
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  • STATISTICS
    Various Topics (14) Statistics for Application (MIT 18.650) (4)
  • DATA-ENGINEERING
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[Neural Networks and Deep Learning] Basics of Neural Network Programming

Binary Classification Example : Cat Classifier with a given image, you can convert the image...

2022, Apr 20   —  7 minute read

[Hadoop] Run Hadoop Cluster on Docker # 1 - Set up Hadoop on CentOS Container

1. Download CentOS Image (mac term) On your mac terminal, type the command line below...

2022, Apr 17   —  5 minute read

[Hadoop] Apache Hadoop - HDFS & Map Reduce

Apache Hadoop hadoop is a framework that allows us to store and process large data...

2022, Apr 17   —  4 minute read

[Crawling] Crawling Twitter Feeds with Selenium (with Date Interval)

Crawling Code from selenium import webdriver as wd from selenium.webdriver.common.keys import Keys from bs4 import...

2021, Dec 27   —  6 minute read

[BaekJoon 1976 : Graph Search, Python] - 여행가자 (dfs ver.)

백준 여행가자 : 골드 4 Solution import sys sys.setrecursionlimit(10000000) input = sys.stdin.readline from collections import...

2021, Dec 06   —  3 minute read

[BaekJoon 13904 : Data Structure, Python] - 과제

백준 13904 과제 : 골드 3 Solution import sys input = sys.stdin.readline from heapq import...

2021, Dec 05   —  2 minute read

[Data] Frequency Analysis for Covid19 Keywords from Twitter, Naver & Creating WordCloud

필요한 module import !pip install konlpy import numpy as np import pandas as pd import...

2021, Dec 05   —  9 minute read

[Data] Sentiment Analysis with BiLSTM Model trained with Multiple Datasets

필요한 Module Import !pip install konlpy Collecting konlpy Downloading konlpy-0.5.2-py2.py3-none-any.whl (19.4 MB)  |████████████████████████████████| 19.4...

2021, Dec 05   —  26 minute read

[Data] 프로젝트 완성본 데이터분석 파트 페이지

프로젝트 데이터분석 페이지

2021, Dec 05   —  1 minute read

[Crawling] 특정한 날짜 간격으로 Naver VIEW (Blog, Cafe) 크롤링하기

Crawling Code from selenium import webdriver as wd from selenium.webdriver.common.keys import Keys from bs4 import...

2021, Dec 04   —  4 minute read
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