In order to use GPU optimized ML project, cuML by RAPIDS is required. documents at: https://docs.rapids.ai/install
Normally I would make my own venv or conda version of venv to make this work, but python manager does not have any command prompt that I can interactive with the install.
Additionally, when I go to 19ad9d2a0f5fca82b6c03c8e873ea8c5_venv(my project venv)/bin , there is no activate file can be found to start venv. However, activate file can be found here at: 19ad9d2a0f5fca82b6c03c8e873ea8c5_venv/lib/python3.9/venv/scripts/common . Naturally I tired to Source this activate file to try, but it's not the same virtual environment that my project is located.
What should I do at this point to install cuML?
cuML pypi: https://pypi.org/project/cuml-cu12/
RAPIDS cuML install guide: https://docs.rapids.ai/install
my project is Django based.
To be more precise: I want to be able to run this command in my project venv: