Are we compatible with conda>=4.7?
There seem to have been changes in conda (starting from 4.7) that may affect how we deal with envs here. Let's investigate this.
Short-term strategy if there are problems: Pin Miniconda to 4.6.14.
(cc: @katharina-hoeflich)
Possibly related: !22 (merged)