๋ชฉ๋ก๐ฉ๐ป ์ปดํจํฐ ๊ตฌ์กฐ/Kaggle (9)
๐ ๊ณต๋ถํ๋ ์ง์ง์ํ์นด๋ ์ฒ์์ด์ง?
https://velog.io/@dhelee/TIL-Day22-%EB%8D%B0%EC%9D%B4%ED%84%B0-%EC%8B%9C%EA%B0%81%ED%99%94-%EC%9B%B9-%ED%8E%98%EC%9D%B4%EC%A7%80-%EB%A7%8C%EB%93%A4%EA%B8%B0#2-flask-%EC%9B%B9-%EB%A7%8C%EB%93%A4%EA%B8%B0 [TIL Day22] ๋ฐ์ดํฐ ์๊ฐํ ์น ํ์ด์ง ๋ง๋ค๊ธฐ 1. ํ์์ ๋ฐ์ดํฐ ๋ถ์ 2. Flask ์น ๋ง๋ค๊ธฐ 3. pythonanywhere๋ก ์น ํ์ด์ง ๋ฐฐํฌํ๊ธฐ velog.io https://www.kaggle.com/datasets/shashwatwork/best-book-ever-data-for-2021?select=books_1.Best_Boo..
221102 ์์ฑ https://www.kaggle.com/code/ysjang0926/kor-introduction-to-anomaly-detection-r01/notebook [kor]Introduction to Anomaly Detection_r01 Explore and run machine learning code with Kaggle Notebooks | Using data from Credit Card Fraud Detection www.kaggle.com ๐ ์ ์ฉ ์นด๋ ์ฌ๊ธฐ ๊ฐ์ง : ์ ์ฉ ์นด๋ ํ์ฌ๋ ์ฌ๊ธฐ์ฑ ์ ์ฉ ์นด๋ ๊ฑฐ๋๋ฅผ ์ธ์ํ์ฌ ๊ณ ๊ฐ์ด ๊ตฌ๋งคํ์ง ์์ ํญ๋ชฉ์ ๋ํด ์๊ธ์ ์ฒญ๊ตฌํ์ง ์๋๋ก ํ๋ ๊ฒ์ด ์ค์ Dataset : ์ ๋ฝ ์นด๋ ์์ง์๊ฐ 2013๋ 9์์ ์ ์ฉ ์นด๋๋ก ๊ฑฐ๋ํ ๋ด์ฉ์ด ํฌํจ..
220320 ์์ฑ https://www.kaggle.com/code/rafetcan/pneumonia-normal-cnn-model/notebook ๐ฉบ Pneumonia/Normal ? - CNN Model ๐ฉบ Explore and run machine learning code with Kaggle Notebooks | Using data from Chest X-Ray Images (Pneumonia) www.kaggle.com 1. Data - 3 folders (train, test, val) - each image category (Pneumonia/Normal) - 5,863 X-Ray images (JPEG) and 2 categories (Pneumonia/Normal) 2. import li..
220207 ์์ฑ https://www.kaggle.com/theblackmamba31/low-resolution-images-to-high-resolution Low resolution images to high resolution Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources www.kaggle.com http://dmqm.korea.ac.kr/activity/seminar/318 ๊ณ ๋ ค๋ํ๊ต DMQA ์ฐ๊ตฌ์ค ๊ณ ๋ ค๋ํ๊ต ์ฐ์ ๊ฒฝ์๊ณตํ๋ถ ๋ฐ์ดํฐ๋ง์ด๋ ๋ฐ ํ์ง์ ๋๋ฆฌํฑ์ค ์ฐ๊ตฌ์ค dmqa.korea.ac.kr 1. Image super resolution : ์ ํ์ง์ ์ด๋ฏธ์ง๋ฅผ ๊ณ ํ..
220204 ์์ฑ https://www.kaggle.com/shivamb/cnn-architectures-vgg-resnet-inception-tl CNN Architectures : VGG, ResNet, Inception + TL Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources www.kaggle.com https://wooono.tistory.com/233 [DL] LeNet-5, AlexNet, VGG-16, ResNet, Inception Network CNN ์ข ๋ฅ๋ ๋ค์๊ณผ ๊ฐ์ต๋๋ค. Classic Networks LeNet-5 AlexNet VGG-16 ResNet..
220131 ์์ฑ https://www.kaggle.com/fahadmehfoooz/heartattack-prediction-with-91-8-accuracy/notebook HeartAttack prediction with 91.8 % Accuracy Explore and run machine learning code with Kaggle Notebooks | Using data from Heart Attack Analysis & Prediction Dataset www.kaggle.com 1. ๋ฐ์ดํฐ ๋ก๋ import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt from sklearn.mode..
220129 ์์ฑ https://www.kaggle.com/search Search | Kaggle www.kaggle.com https://velog.io/@hwanython/%ED%8F%90%EC%95%94-%EC%9D%B4%EB%AF%B8%EC%A7%80-%EB%B6%84%EB%A5%98%ED%95%98%EA%B8%B0 ํ์ ์ด๋ฏธ์ง ๋ถ๋ฅํ๊ธฐ ์บ๊ธ์ Chest X-Ray Images ์ฌ์ฉํ๋ ด์ ํ์ ์ผ์ฆ์ด ์๊ธด ์ํ๋ก ์ค์ฆ์ ํธํก๊ธฐ ๊ฐ์ผ๋ณ์ ๋๋ค.์๋ ์ด๋ฏธ์ง์ฒ๋ผ ํ๋ถ์์ ํฌ๋ฏธํ ๊ทธ๋ฆผ์?๊ฐ์๊ฒ ๋ณด์ด๋๋ฐ ์ฌ์ค ์ด ์ฌ์ง๋ง์ผ๋ก ํ์คํ ํ๋ ด์ด๋ค ์๋๋ค velog.io 1. ๋ผ์ด๋ธ๋ฌ๋ฆฌ import ๋ฐ ๋ฐ์ดํฐ load import os, re import random, math import numpy as np i..
220128 ์์ฑ https://bigdaheta.tistory.com/33 [๋จธ์ ๋ฌ๋] ์บ๊ธ(kaggle)์์ - ์์ค์ฝ์ ์ ๋ฐฉ์ ์์ธก ๋ฐ์ดํฐ ๋ถ์ (Wisconsin Diagnostic breast cancer datase ์์ค์ฝ์ ์ ๋ฐฉ์ ๋ฐ์ดํฐ ์ธํธ๋ ์ข ์์ ํฌ๊ธฐ, ๋ชจ์ ๋ฑ์ ๋ค์ํ ์์ฑ ๊ฐ์ ๊ธฐ๋ฐ์ผ๋ก ํด๋น ์ข ์์ด ์ ์ฑ(malignmant)์ธ์ง ์์ฑ (benign)์ธ์ง๋ฅผ ๋ถ๋ฅํ ๋ฐ์ดํฐ ์ธํธ์ด๋ค. ์ด ๋ฐ์ดํฐ ์ธํธ๋ฅผ ์์๋ธ(ํฌํ, bigdaheta.tistory.com https://www.kaggle.com/kanncaa1/feature-selection-and-data-visualization Feature Selection and Data Visualization Explore and run ma..