Eli5 is an open-source and cross-platform Python library available for various operating systems including Windows, Linux, and macOS, written to easily and quickly debug machine learning classifier models to explain their predictions. It provides support for machine learning frameworks and packages such as sci-kit-learn, Keras, xgboost, etc. In this article, we will see how to easily install the Eli5 library on Windows. Below are some recommended things that you should have for installing the Eli5 library on Windows are:
- Python
- PIP or Conda (Depending upon user preference)
Installation of Eli5 Library in Python on Windows
Step 1: Installation of Eli5 library in Python.
For PIP Users:
Users who prefer pip can install the Eli5 Library on Windows using the following command in the Command Prompt:
pip install eli5
After the installation has been completed successfully, you will receive a similar message on your Command Prompt.
For Conda Users:
Same as above, Users who prefer conda can install the Eli5 library on Windows using the following command in the Command Prompt:
conda install -c conda-forge eli5
Enter y when prompted for yes. You will receive a similar message on your Command Prompt after the installation has been completed successfully.
Step 2: Verification of Eli5 library in Python.
For PIP Users:
To verify that Eli5 has been successfully installed on your system, run the following command in the Command Prompt:
pip show eli5
If successfully installed you will get the following output on your Command Prompt.
For Conda Users:
To verify that Eli5 has been successfully installed on your system, run the following command in the Command Prompt:
conda list eli5
If successfully installed you will get the following output on your Command Prompt.