v1.2.0

What's Changed

• deps: refresh lockfile (batches 15 dependabot PRs) by @vlad-moroshan in #126
• chore: rename LICENSE.txt to LICENSE by @noahho in #127
• chore: add .github/CODEOWNERS by @noahho in #128
• chore: add THIRD-PARTY-NOTICES.md by @noahho in #129
• chore: document vendored Amazon Chronos to_gluonts_univariate helper by @noahho in #130
• ci: switch pull_request_target → pull_request to close secret-exfil hole by @noahho in #131
• chore: add SECURITY.md by @noahho in #133
• fix: resolve default v3 TS ckpt into tabpfn cache dir by @LeoGrin in #134
• fix: correct stale repo metadata (Colab badge, project URLs) by @LeoGrin in #135
• Bump the uv group across 1 directory with 2 updates by @dependabot[bot] in #137
• Changed the default of the Pipeline object to Local by @eliott-kalfon in #140
• feat(explainability): TabPFNTSExplainer — PDP, window SHAP, series decomposition by @eliott-kalfon in #139
• updated explainability readme by @eliott-kalfon in #141

New Contributors

• @LeoGrin made their first contribution in #134
• @dependabot[bot] made their first contribution in #137
• @eliott-kalfon made their first contribution in #140

Full Changelog: v1.1.0...v1.2.0

v1.2.0rc1

What's Changed

• deps: refresh lockfile (batches 15 dependabot PRs) by @vlad-moroshan in #126
• chore: rename LICENSE.txt to LICENSE by @noahho in #127
• chore: add .github/CODEOWNERS by @noahho in #128
• chore: add THIRD-PARTY-NOTICES.md by @noahho in #129
• chore: document vendored Amazon Chronos to_gluonts_univariate helper by @noahho in #130
• ci: switch pull_request_target → pull_request to close secret-exfil hole by @noahho in #131
• chore: add SECURITY.md by @noahho in #133
• fix: resolve default v3 TS ckpt into tabpfn cache dir by @LeoGrin in #134
• fix: correct stale repo metadata (Colab badge, project URLs) by @LeoGrin in #135
• Bump the uv group across 1 directory with 2 updates by @dependabot[bot] in #137
• Changed the default of the Pipeline object to Local by @eliott-kalfon in #140
• feat(explainability): TabPFNTSExplainer — PDP, window SHAP, series decomposition by @eliott-kalfon in #139
• updated explainability readme by @eliott-kalfon in #141

New Contributors

• @LeoGrin made their first contribution in #134
• @dependabot[bot] made their first contribution in #137
• @eliott-kalfon made their first contribution in #140

Full Changelog: v1.1.0...v1.2.0rc1

v1.1.0 — TabPFN-TS-3 default checkpoint

Changelog

[1.1.0] — 2026-05-12

Default config now ships the finetuned TabPFN-TS-3 checkpoint from the
TabPFN-3 report.

Changed

• Default checkpoint → TabPFN-TS-3 in LOCAL mode (auto-downloaded by
  tabpfn on first init).
• max_context_length default: 4096 → 32768.
• AutoSeasonalFeature.max_top_k default: 5 → 12.
• tabpfn>=8.0.0 (first PyPI release shipping the tabpfn_v3 architecture).

Docs

• README: new "Covariate model" section.

Migration

To keep v1.0.x behaviour, pass:

TabPFNTSPipeline(
    max_context_length=4096,
    tabpfn_model_config={"model_path": "tabpfn-v2-regressor-2noar4o2.ckpt"},
)

v1.0.10

What's Changed

• Refactor feature transformation logic in FeatureTransformer by @vlad-moroshan in #91
• Move autogluon.timeseries from a required dependency to an optional one, and add the lower bound as PR #98 suggests by @vlad-moroshan in #101

Full Changelog: v1.0.9...v1.0.10

v1.0.9

What's Changed

• Update tabpfn dependencies by @liam-sbhoo in #87
• Relax TabPFN version by @liam-sbhoo in #88
• allow-nan-in-future-covariate by @liam-sbhoo in #86
• Fix typo in inference options description in QuickStart Notebook by @Infonioknight in #89
• Refactor missing value handling in TimeSeriesDataFrame by @vlad-moroshan in #90

New Contributors

• @Infonioknight made their first contribution in #89
• @vlad-moroshan made their first contribution in #90

Full Changelog: v1.0.8...v1.0.9

v1.0.8

Major Update

• Add TabPFNTSPipeline
  • now with explicit support for known dynamic covariates
  • compatibility with fev (https://github.com/autogluon/fev)
• Add support to custom prediction quantiles (e.g. quantiles = [0.35, 0.70])

What's Changed

• Update notebook version by @liam-sbhoo in #76
• Update the PR workflow to include the HF_TOKEN when running tests. by @oscarkey in #78
• Add tests for prediction with the local tabpfn package. by @oscarkey in #77
• Support custom quantiles by @liam-sbhoo in #79
• Improve generate_test_X efficiency (O(n^2) -> O(n)) by @liam-sbhoo in #81
• Bugfix - instable scipy detrend by @liam-sbhoo in #82
• Add TabPFNTSPipeline (with explicit covariate support) by @liam-sbhoo in #83
• Remove locked option from uv sync command by @liam-sbhoo in #85
• Add fevbench support to TabPFNTSPipeline by @liam-sbhoo in #84

New Contributors

• @oscarkey made their first contribution in #78

Full Changelog: v1.0.7...v1.0.8

v1.0.7

What's Changed

• Refactor time series prediction inference code by @liam-sbhoo in #61
• Stab at fixing model loading by @brendan-priorlabs in #75

New Contributors

• @brendan-priorlabs made their first contribution in #75

Full Changelog: v1.0.6...v1.0.7

v1.0.6

What's Changed

• Relax pandas dependency, add minimal test by @liam-sbhoo in #73

Full Changelog: v1.0.5...v1.0.6

Add anonymous usage analytics

What's Changed

• Fix the issue with loky parallelism using joblib by @safaricd in #68
• Add usage analytics by @safaricd in #71

Full Changelog: v1.0.3...v1.0.5

v1.0.4

What's Changed

• Fix the issue with loky parallelism using joblib by @safaricd in #68

New Contributors

• @safaricd made their first contribution in #68

Full Changelog: v1.0.3...v1.0.4