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33The release log for BoTorch.
44
5+ ## [ 0.2.2] - Mar 6, 2020
6+
7+ Require PyTorch 1.4, Python 3.7 and new features for active learning,
8+ multi-fidelity optimization, and a number of bug fixes.
9+
10+ #### Compatibility
11+ * Require PyTorch >=1.4 (#379 ).
12+ * Require Python >=3.7 (#378 ).
13+
14+ #### New Features
15+ * Add ` qNegIntegratedPosteriorVariance ` for Bayesian active learning (#377 ).
16+ * Add ` FixedNoiseMultiFidelityGP ` , analogous to ` SingleTaskMultiFidelityGP ` (#386 ).
17+ * Support ` scalarize_posterior ` for m>1 and q>1 posteriors (#374 ).
18+ * Support ` subset_output ` method on multi-fidelity models (#372 ).
19+ * Add utilities for sampling from simplex and hypersphere (#369 ).
20+
21+ #### Bug fixes
22+ * Fix ` TestLoader ` local test discovery (#376 ).
23+ * Fix batch-list conversion of ` SingleTaskMultiFidelityGP ` (#370 ).
24+ * Validate tensor args before checking input scaling for more
25+ informative error messaages (#368 ).
26+ * Fix flaky ` qNoisyExpectedImprovement ` test (#362 ).
27+ * Fix test function in closed-loop tutorial (#360 ).
28+ * Fix num_output attribute in BoTorch/Ax tutorial (#355 ).
29+
30+ #### Other changes
31+ * Require output dimension in ` MultiTaskGP ` (#383 ).
32+ * Update code of conduct (#380 ).
33+ * Remove deprecated ` joint_optimize ` and ` sequential_optimize ` (#363 ).
34+
35+
536## [ 0.2.1] - Jan 15, 2020
637
738Minor bug fix release.
Original file line number Diff line number Diff line change 1919from .utils import manual_seed
2020
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22- __version__ = "0.2.1 "
22+ __version__ = "0.2.2 "
2323
2424
2525__all__ = [
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