https://conda.io/docs/index.html
conda create --name my_environment python=3
activate my_environment
To find necessary packages for a given script:
python my_file.py
For each necessary package we can first search, e.g.
conda search autograd
And then install them, e.g.
conda install autograd
conda install matplotlib
conda install brewer2mpl
conda install pandas
conda install tqdm
conda install scikit-learn
conda install spyder
conda install GPy
pip install GPyOpt
First, get a list of the revisions:
conda list --revisions
Then, install the previous revision (second-to-last in the previous list):
conda install --revision N
conda env export > environment.yml
conda env create -f my_environment.yml
This loads environment from yaml configuration file.
activate my_environment
deactivate
conda remove --name my_environment --all
source activate myenv
conda env update -f=local.yml
conda env list