Remove deprecated Bound distribution

[ricardoV94]

Description

This was deprecated for a long time in favor of Truncated, which has been properly battle-tested in the meantime.

Related Issue

• [ ] Closes #
• [ ] Related to #

Checklist

• [x] Checked that the pre-commit linting/style checks pass
• [x] Included tests that prove the fix is effective or that the new feature works
• [x] Added necessary documentation (docstrings and/or example notebooks)
• [x] If you are a pro: each commit corresponds to a relevant logical change

Type of change

• [ ] New feature / enhancement
• [ ] Bug fix
• [ ] Documentation
• [x] Maintenance
• [ ] Other (please specify):

---

📚 Documentation preview 📚: https://pymc--7176.org.readthedocs.build/en/7176/

[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 92.24%. Comparing base (a2988c7) to head (18329b2).

Additional details and impacted files

[](https://app.codecov.io/gh/pymc-devs/pymc/pull/7176?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=pymc-devs) ```diff @@ Coverage Diff @@ ## main #7176 +/- ## ========================================== - Coverage 92.28% 92.24% -0.05% ========================================== Files 101 100 -1 Lines 16923 16824 -99 ========================================== - Hits 15618 15519 -99 Misses 1305 1305 ``` | [Files](https://app.codecov.io/gh/pymc-devs/pymc/pull/7176?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=pymc-devs) | Coverage Δ | | |---|---|---| | [pymc/distributions/\_\_init\_\_.py](https://app.codecov.io/gh/pymc-devs/pymc/pull/7176?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=pymc-devs#diff-cHltYy9kaXN0cmlidXRpb25zL19faW5pdF9fLnB5) | `100.00% <ø> (ø)` | |