数据集获取

git clone https://github.com/mahemon/pima-diabetes-dataset-machine-learning-approach.git

curl -L -o repo.zip https://github.com/mahemon/pima-diabetes-dataset-machine-learning-approach/archive/refs/heads/master.zip
unzip repo.zip

源站 README 摘录（使用方式）

pima-diabetes-dataset-machine-learning-approach

Dataset : Pima Indian Diabetes Study
Dataset info : https://www.kaggle.com/kumargh/pimaindiansdiabetescsv
Language: Python

• Basic by Tamim Shahriar
• Advanced - freeCodeCamp.org
  Library:
• Anaconda
• Jupyter Notebook
• SciKitLearn
• Pandas
• Matplotli
• Numpy
  Anaconda: open-source distribution of the Python.
• Download.
• Installation
  Jupyter Notebook
• How to use
  The model try to predict the risk of diabetes for an out of sample patien

数据加载示例（表格/文本类）

import pandas as pd, glob, os

files = (glob.glob(os.path.join(path, "**", "*.csv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tsv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.xlsx"), recursive=True))
print("数据文件:", files)
df = pd.read_csv(files[0])
print(df.shape); print(df.columns.tolist()); print(df.head(3))

完整仓库：github.com/mahemon/pima-diabetes-dataset-machine-learning-approach