Installation guide

Dependencies

Hi-LASSO support Python 3.6+, Additionally, you will need numpy, scipy, tqdm and glmnet. However, these packages should be installed automatically when installing this codebase.

Installing Hi-LASSO

Hi-LASSO is available through PyPI and can easily be installed with a pip install:

pip install hi_lasso

The PyPI version is updated regularly, however for the latest update, you should clone from GitHub and install it directly:

git clone https://github.com/datax-lab/Hi-LASSO.git
cd hi_lasso
python setup.py

Installation error

If the glmnet packages failed, you can try a follow solutions.

error: extension '_glmnet' has Fortran sources but no Fortran compiler found

You should install anaconda3 and then install conda fortran-compiler.

• anaconda3
• fortran comiler

error: Microsoft Visual C++ 14.0 is required. Get it with "Build Tools for Visual Studio": https://visualstudio.microsoft.com/downloads/

You need to install Microsoft Visual C++ 14.0.

• reference