Dependence

TIP

• DLpMHC I requires the followingPython 3.8modules:
  • numpy 1.23.1
  • pandas 1.2.4
  • einops 0.4.1
  • pytorch 1.11.0

Install

With the following command, you will create a virtual environment named DLpMHCI

# Create virtual environment
conda create -n DLpMHCI python=3.8
conda activate DLpMHCI

# Download dependencies for the specified version
pip install numpy==1.23.1
pip install pandas==1.2.4
pip install einops==0.4.1

However, the download and installation of pytorch are different. You need to go to the official website (opens new window) to select a version suitable for your server and use its instructions to install it.

# For example, my computer is MacBook Air(2022,M2,Monterey) , and I successfully completed the installation using the following code.
pip install torch==1.11.0 torchvision torchaudio

As the version of pytorch is updated, the name of a function we use will change. Therefore, it is strongly recommended that you install v.1.11.0 pytorch, not higher or lower.