Hello and sorry to hear about the troubles,
We don't have any logged bugs or an influx of users reporting 500 errors upon installation, so the first step I would take would be to contact your hosting company to see if they have any insight on the issue.
Are you experiencing anything similar when attempting to install different plugins other than The Events Calendar?