The hiDF package requires

• Python (>= 3.3)
• Numpy (>= 1.8.2)
• Scipy (>= 0.13.3)
• Cython
• pydotplus
• matplotlib
• jupyter
• pyyaml
• scikit-learn (>= 0.22)

Before the installation, please make sure you installed the above python packages correctly via pip:

pip install cython numpy scikit-learn pydotplus jupyter pyyaml matplotlib

Installing hiDF package is simple. Just clone this repo and use pip install.

Go to the hiDF folder and use pip install:

pip install -e .

If hiDF is installed successfully, you should be able to see it using pip list:

pip list | grep hiDF

and you should be able to run all the tests (assume the working directory is in the package hiDF):

python hiDF/hiDFtest/test.py

Accuracy: 86.90 ± 0.05  
F1:    86.43 ± 0.07