Virtual Environment

Create a Local Virtual Environment

# On MacOS
python3 -m venv ~/.virtualenvs/bane

source ~/.virtualenvs/bane/bin/activate

pip3 install -r requirements.txt

# On Windows
python -m venv venv/bane
venv/bane/scripts/activate

## On Windows, may need to reset execution policy. Run Powershell as administrator and run the following code
Set-ExecutionPolicy Unrestricted -Force

To create the same environment on jupyter notebook, activate the environment and run the following in the terminal

ipython kernel install --user --name=jarvis

Create a Conda Environment

1. Create a conda environment file .yml

name: NAME
channels:
  - defaults
  - conda-forge
dependencies:
  - jupyter
  - nb_conda_kernels
  - python=3.10
  - pip:
    - numpy
    - pandas
    - scikit-learn
    - matplotlib
    - seaborn

1. In the terminal, run conda env create -f NAME.yml

2. In the terminal, run conda activate NAME

3. To open jupyter notebook in that environment, in the terminal, run jupyter notebook

4. To remove an environment, in the terminal, run conda env remove -n NAME

5. To save environment configuration, in the terminal, run conda env export > NAME.yml