As packages evolve new updates may conflict with older packages in the dependency tree (e.g. one requires numpy <= 1.8, one >=1.9). This can be fixed by initiating a new virtual environment for every task / job. We won't do this now but we will flag it in the docs.
As packages evolve new updates may conflict with older packages in the dependency tree (e.g. one requires numpy <= 1.8, one >=1.9). This can be fixed by initiating a new virtual environment for every task / job. We won't do this now but we will flag it in the docs.