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@Balandat Balandat released this 07 Sep 05:04
· 773 commits to main since this release
v0.7.0
4a98917

Compatibility

  • Require python >= 3.8 (via #1347).
  • Support for python 3.10 (via #1379).
  • Require PyTorch >= 1.11 (via (#1363).
  • Require GPyTorch >= 1.9.0 (#1347).
    • GPyTorch 1.9.0 is a major refactor that factors out the lazy tensor functionality into a new LinearOperator library, which required a number of adjustments to BoTorch (#1363, #1377).
  • Require pyro >= 1.8.2 (#1379).

New Features

  • Add ability to generate the features appended in the AppendFeatures input transform via a generic callable (#1354).
  • Add new synthetic test functions for sensitivity analysis (#1355, #1361).

Other Changes

  • Use time.monotonic() instead of time.time() to measure duration (#1353).
  • Allow passing Y_samples directly in MARS.set_baseline_Y (#1364).

Bug Fixes

  • Patch state_dict loading for PairwiseGP (#1359).
  • Fix batch_shape handling in Normalize and InputStandardize transforms (#1360).
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