How to install pdpbox library
Pdpbox is a python library for interpreting predictions from machine learning models. It can be installed as follows:
1. Installation dependencies
pip install numpy scipy scikit-learn
Second, install the pdpbox library.
pip install pdpbox
The error is as follows
running build_ext
building 'matplotlib.ft2font' extension
error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/
This error is that VC++ is not installed,
I install a small library, VC++ several G to his
You must also install https://visualstudio.microsoft.com/visual-cpp-build-tools/ to download and double-click to open the installation
After the installation is complete, choose to use VC++ desktop development, check the right side, the default is already checked
Click to install, you need a few G storage on the C drive
During the installation, a few minutes fast and an hour slow are related to the speed of the network.
4. After the installation is complete, restart and install pdpboxb
pip install pdpbox
5. Test
python
import pdpbox
This completes the pdpbox installation. You can now use pdpbox to explain your machine learning models through code or notebooks. Hope the above installation steps can clearly help you successfully install the pdpbox library. If you encounter any problems when installing or using pdpbox, please feel free to ask, and I will try my best to answer and troubleshoot for you.
pgp0520
May 25, 2023