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v0.2.0 (26/02/2026)

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@harrisp harrisp released this 27 Feb 10:58
· 3 commits to master since this release
v0.2.0
84403f7

Docs-only update: The v0.2.0 Git tag was moved after publication to update the Read the Docs build configuration and documentation index (.readthedocs.yaml, docs/source/index.rst). This does not change the gpyconform==0.2.0 artifacts published on PyPI.

Full Changelog: v0.1.1...v0.2.0

Features

  • Inductive (Split) Conformal Prediction (ICP) for GPR: Added ICP support with GPRICPWrapper (GPyTorch model wrapper) and a model-agnostic InductiveConformalRegressor.
  • Tensor split utilities: Added tensor_train_test_split and tensor_train_cal_split to conveniently create train/test and proper-train/calibration splits directly on torch.Tensors.

Updates

  • Configurable patching via environment variable: Added GPYCONFORM_AUTOPATCH to control when/if the internal GPyTorch prediction-strategy patch is applied (eager, lazy, or forbidden). Exposed apply_patches() / is_patched() for manual control.

Fixes

  • Precision / numerical stability improvements: Improved numerical robustness in interval construction and confidence-level handling.
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