데이터셋

• 다이아몬트 데이터셋

https://raw.githubusercontent.com/devdio/flyai_datasets/main/diamonds.csv

• NIFTY 50 ESG Risk Ratings (kaggle)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/ESG_data_%20NIFTY50_export_final.csv

• 타이타닉 훈련용 (kaggle)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/titanic_train.csv

• 귤과 오렌지 구분

https://raw.githubusercontent.com/devdio/flyai_datasets/main/citrus.csv

• 아이리스

https://raw.githubusercontent.com/devdio/flyai_datasets/main/iris.csv

• 인디언 당뇨병 데이터 (Kaggle)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/diabetes.csv

• 평귄데이터 (Kaggle)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/penguins.csv

• 펭귄 데이터 (Hugging Face)

참고 : https://huggingface.co/datasets/methodidacte/penguins

from datasets import load_dataset

dataset = load_dataset("methodidacte/penguins")

• 와인 품질 데이터 (UCI Repo), (Kaggle)

https://github.com/devdio/flyai_datasets/raw/main/wine+quality.zip

• 유통업체 고객 데이터 (UCI Repo), (Kaggle)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/wholesale_customers_data.csv

• 밀알 품종 데이터 (UCI Repo)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/seeds_dataset.txt

• 캘리포니아 집값 데이터 (캐글)

https://raw.githubusercontent.com/devdio/flyai_datasets/main/housing.csv

• 자동차 연비 데이터

https://raw.githubusercontent.com/devdio/flyai_datasets/main/auto-mpg.csv

• 손글씨 데이터셋 (mnist) keras에서 제공하는 데이터

https://github.com/devdio/flyai_datasets/raw/main/mnist.npz

• 개와고양이 데이터셋 (편집본)
  구글드라이버 공유(gdown)

https://drive.google.com/uc?id=1dC-Kso5FonYWtbxtJnJ8_dxO_Jlo8weR

• 식물 질병 데이터 (캐글)

https://drive.google.com/uc?id=1-MgHBM01grW2O8N-aVO5p5en16Ko-aH5

• 세계 불가사의 데이터 셋 (캐글)

https://drive.google.com/uc?id=13Y7mVAng4nkYlFlFrlTEHcafAflwnQiT

• 고양이 바운딩 박스

https://drive.google.com/uc?id=12st-LKpy5fZ2RCMtC4ZPcVwQl62NCnVt

• Image Localization Dataset (캐글)

https://www.kaggle.com/datasets/mbkinaci/image-localization-dataset

• 삼성전자 주가

https://raw.githubusercontent.com/devdio/flyai_datasets/main/samsung.csv

• 레이블용 프로그램 LabelImg

https://github.com/heartexlabs/labelImg/releases

• 영화 리뷰 데이터셋 (감정분류)

https://drive.google.com/uc?id=1_LFoolJeek9E1Cug1LSdh6EqxlZrA1eu

• 네이버 리뷰 데이터셋

git clone http://github.com/e9t/nsmc.git

• 비디오게임 판매량

https://raw.githubusercontent.com/devdio/flyai_datasets/main/vgsalesGlobale.csv

• 구글 플레이스토어 데이터

https://raw.githubusercontent.com/devdio/flyai_datasets/main/googleplaystore.csv

• Data Jobs 구글드라이버에서 공유

!gdown https://drive.google.com/uc?id=1QhadpOVehfSCkRWydOje1SxhNrXP39Uh -O ./data_jobs.csv

• Netflix 데이터 (캐글)

https://www.kaggle.com/datasets/shivamb/netflix-shows

https://www.kaggle.com/code/edumisvieramartin/netflix-eda-and-ml-models-with-99-percent-accuracy

• Audio Mnist

https://github.com/Jakobovski/free-spoken-digit-dataset

• Facial Keypoints Detection (kaggle)

https://drive.google.com/uc?id=1Ee3qKH7aUpB3eUQP-nUiJyJECoTzVAU1

• GTSRB

  https://drive.google.com/uc?id=17rL7t_ltHtSvKtbRQcmx9jGlFDTlF4ao

• kaggle rps

  * https://drive.google.com/drive/folders/11wq57w-fi-mEzK4iC1DDS24IXbqe-q6t?usp=sharing
  * https://drive.google.com/uc?id=1dXD4MIzHgJ31xVGfDdBx0cgwZs1_W589  

라이브러리

• Matplotlib 한글화 koreanize-matplotlib

https://github.com/ychoi-kr/koreanize-matplotlib

VSCode Extension

• Rainbow CSV by mechatroner
• Edit CSV by janisdd

Colab 환경

2024-06-10

keras==2.15.0
matplotlib==3.7.1
numpy==1.25.2
opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.76
pandas==2.0.3
scikit-image==0.19.3
scikit-learn==1.2.2
seaborn==0.13.1
tensorboard==2.15.2
tensorboard-data-server==0.7.2
tensorflow @ https://storage.googleapis.com/colab-tf-builds-public-09h6ksrfwbb9g9xv/tensorflow-2.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=a2ec79931350b378c1ef300ca836b52a55751acb71a433582508a07f0de57c42
tensorflow-datasets==4.9.5
tensorflow-hub==0.16.1

끝