v22.08.0

What's Changed

• Fix issue causing notebook server fail related to hidden files. by @csadorf in #261
• Use PEP440 mode to determine docker image tags. by @csadorf in #262
• CI: Configure pre-commit schedule to run quarterly by @csadorf in #273
• Configure pip to respect dependency constraints. by @csadorf in #269
• Constrain the pip version by @csadorf in #271
• Update dependencies by @yakutovicha in #274
• Release 22.08.0 by @yakutovicha in #275

Full Changelog: v22.01.0...v22.08.0