fix(deps): update tsam bounds after yanked releases

[FBumann]

Summary

• tsam 3.0.0 and 3.1.0 were yanked from PyPI
• Updated full bounds: >= 3.1.1, < 4 (was >= 3.0.0, < 4, != 3.1.0)
• Updated dev pin: ==3.1.2 (was ==3.0.0)
• All 258 clustering tests pass on tsam 3.1.2

Test plan

• tests/test_clustering/ — 245 tests passed
• tests/test_math/test_clustering.py — 13 tests passed

🤖 Generated with Claude Code

Summary by CodeRabbit

• Chores
  • Updated dependency version constraints for improved compatibility and development consistency.

[coderabbitai]

📝 Walkthrough

Walkthrough

This pull request updates the tsam time-series library dependency constraints in both CHANGELOG.md and pyproject.toml. The version bounds change from >= 3.0.0, < 4, != 3.1.0 to >= 3.1.1, < 4, and the development pin updates to 3.1.2, reflecting that tsam versions 3.0.0 and 3.1.0 have been yanked from PyPI.

Changes

Cohort / File(s)	Summary
Dependency documentation CHANGELOG.md, pyproject.toml	Updated tsam version constraints from >= 3.0.0, < 4, != 3.1.0 to >= 3.1.1, < 4 in full feature set, and dev pin from 3.0.0 to 3.1.2. CHANGELOG documents that tsam 3.0.0 and 3.1.0 were yanked from PyPI.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Poem

🐰 A hop through the versions we go,
Dependencies dancing, old yanks steal the show,
Three-one-one-one, the new minimum height,
Tsam's bouncing forward—a release done right! 🌟

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title accurately describes the main change: updating tsam dependency bounds in response to yanked releases.
Description check	✅ Passed	The description is mostly complete with a clear summary and test plan, but does not follow the provided template structure with sections like 'Type of Change' or 'Related Issues'.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch fix/tsam-yanked-versions

📝 Coding Plan

• Generate coding plan for human review comments

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[coderabbitai]

🧹 Nitpick comments (1)

pyproject.toml (1)

66-66: Add CI validation for the minimum supported tsam version.

full permits tsam >= 3.1.1, but CI only validates against tsam==3.1.2 (via .[dev]). Either add a test matrix entry for tsam==3.1.1 or raise the lower bound to >=3.1.2 to match tested coverage.

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In `@pyproject.toml` at line 66, The dependency line "tsam >= 3.1.1, < 4" in
pyproject.toml declares 3.1.1 as the minimum but CI only tests with tsam==3.1.2
via the dev extras; either add a CI matrix entry that runs the test suite
against tsam==3.1.1 or change the pyproject.toml constraint to "tsam >= 3.1.2, <
4" so the declared minimum matches what CI validates—update the dependency in
pyproject.toml or extend the CI test matrix accordingly and rerun CI to confirm
consistency.

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@pyproject.toml`:
- Line 66: The dependency line "tsam >= 3.1.1, < 4" in pyproject.toml declares
3.1.1 as the minimum but CI only tests with tsam==3.1.2 via the dev extras;
either add a CI matrix entry that runs the test suite against tsam==3.1.1 or
change the pyproject.toml constraint to "tsam >= 3.1.2, < 4" so the declared
minimum matches what CI validates—update the dependency in pyproject.toml or
extend the CI test matrix accordingly and rerun CI to confirm consistency.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 8e60ba6c-431a-43c5-a6b5-1217039bf04f

📥 Commits

Reviewing files that changed from the base of the PR and between f1209b8 and 1e706f7.

📒 Files selected for processing (2)

• CHANGELOG.md
• pyproject.toml