Create a Virtual Environment with all Experiment Packages

When you run an experiment, we keep track of all the packages used. If you need to rerun the experiment, you can easily recreate the environment with all those packages already installed using the MarkovML CLI.

Create Virtual Environment using virtualenv

To create a virtual environment using virtualenv, make sure virtualenv is installed on your system. If not, you can follow instructions here.

Install virtualenv environment in current directory

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Note

virtualenv will be created with name <experiment_id>_venv by default.

mkv experiment virtualenv -e <experiment_id>

Install virtualenv environment at a specified path

mkv experiment virtualenv -e <experiment_id> -p <path>

Create Virtual Environment using Conda

To create a conda environment, make sure conda is installed in your system. If not, you can follow the instructions from the Environment Setup page.

Install conda environment in current directory

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Note

conda environment will be created with name <experiment_id>_conda_env by default.

mkv experiment conda-env -e <experiment_id>

Install conda environment at a specified path

mkv experiment conda-env -e <experiment_id> -p <path>