chore: migrate gift-eval module

[AzulGarza]

this pr migrates the gift-eval module that lived in the repo. now users can directly access it using timecopilot-gift-eval

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[Copilot]

Pull request overview

Migrates the in-repo timecopilot.gift_eval implementation to the standalone PyPI package timecopilot-gift-eval, updating dependencies and all internal references so users can access the functionality via timecopilot_gift_eval / the timecopilot[gift-eval] extra.

Changes:

• Add timecopilot-gift-eval>=0.3.0 as an optional extra (gift-eval) and include it in dev/docs dependencies.
• Remove the in-repo timecopilot/gift_eval implementation files and update tests/experiments/docs to import from timecopilot_gift_eval.
• Update lockfile(s) and documentation to reflect the new distribution/import paths.

Reviewed changes

Copilot reviewed 15 out of 18 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
uv.lock	Adds the gift-eval extra and locks timecopilot-gift-eval==0.3.0 into dev/docs and optional dependency metadata.
pyproject.toml	Introduces gift-eval optional dependency and installs timecopilot-gift-eval for dev/docs environments.
timecopilot/gift_eval/utils.py	Removed (module migrated out of repo).
timecopilot/gift_eval/gluonts_predictor.py	Removed (module migrated out of repo).
timecopilot/gift_eval/eval.py	Removed (module migrated out of repo).
timecopilot/gift_eval/data.py	Removed (module migrated out of repo).
tests/gift_eval/test_gift_eval.py	Switches imports to timecopilot_gift_eval and cleans up test output.
tests/gift_eval/test_evaluation.py	Switches imports to timecopilot_gift_eval and adjusts which columns are compared to the reference results.
tests/gift_eval/conftest.py	Uses GIFTEval from timecopilot_gift_eval for fixtures (data download + reference CSV caching).
mkdocs.yml	Preloads timecopilot_gift_eval for API docs generation.
experiments/gift-eval/src/run_timecopilot.py	Updates imports to the external timecopilot_gift_eval package.
experiments/gift-eval/src/run_modal.py	Updates dataset-term import to timecopilot_gift_eval.utils.
experiments/gift-eval/src/download_results.py	Updates dataset-term import to timecopilot_gift_eval.utils.
experiments/gift-eval/pyproject.toml	Renames the experiments project and depends on timecopilot-gift-eval>=0.3.0.
docs/examples/gift-eval.ipynb	Updates installation instructions and imports/links to the new timecopilot_gift_eval path.
docs/api/gift-eval/gift-eval.md	Documents the new standalone package and updates mkdocstrings targets to timecopilot_gift_eval.*.

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[Copilot]

Pull request overview

Copilot reviewed 15 out of 18 changed files in this pull request and generated 1 comment.

Suppressed comments (2)

docs/examples/gift-eval.ipynb:791

• Spelling: “mantainers” should be “maintainers”.

    "The TimeCopilot's [GIFT-Eval integration](https://timecopilot.dev/api/gift-eval/gift-eval/#timecopilot_gift_eval.eval.GIFTEval) was designed considering reproducibility as one of its main features. The library can replicate the official results provided by the mantainers of the benchmark for the [`SeasonalNaive`](https://huggingface.co/spaces/Salesforce/GIFT-Eval/tree/main/results/seasonal_naive) method. The following code replicates the Seasonal Naive performance for the datasets evaluated in this notebook. The reproducibility of the results for the rest of the datasets are tested continuously in the [library's repo](https://github.com/TimeCopilot/timecopilot/blob/main/tests/gift_eval/test_evaluation.py)."

docs/api/gift-eval/gift-eval.md:3

• This page introduces the new timecopilot_gift_eval import path, but it doesn’t explicitly mention that earlier docs/examples used timecopilot.gift_eval. Adding a brief migration note here would reduce confusion for existing users following older snippets (e.g., changelogs still reference timecopilot.gift_eval).

GIFT-Eval integration lives in the standalone [`timecopilot-gift-eval`](https://pypi.org/project/timecopilot-gift-eval/) package on PyPI. Install it with TimeCopilot via: