pytorch/botorch issues and pull requests

#2747 - [FEATURE REQUEST]: Trainable outcome transform

Issue - State: closed - Opened by dsweet99 6 days ago - 3 comments
Labels: enhancement

#2745 - Silence input normalization / standardization warnings with custom covariance modules

Pull Request - State: closed - Opened by saitcakmak 8 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2744 - Add pathwise sampling to Thompson sampling tutorial

Pull Request - State: closed - Opened by saitcakmak 8 days ago - 3 comments
Labels: CLA Signed, Merged

#2743 - Fix output tensor dimension in degenerate `optimize_acqf` call

Pull Request - State: open - Opened by AdrianSosic 9 days ago
Labels: CLA Signed

#2742 - [Docusaurus] Fix label for archived versions

Pull Request - State: closed - Opened by CristianLara 10 days ago - 3 comments
Labels: CLA Signed, Merged

#2740 - [Bug]: Inconsistent output dimensions

Issue - State: open - Opened by AdrianSosic 10 days ago - 1 comment
Labels: bug

#2739 - [FEATURE REQUEST]: StratifiedStandardize for multi-output models

Issue - State: open - Opened by Hrovatin 11 days ago - 3 comments
Labels: enhancement

#2738 - Update composite BO tutorial with HOGP notebook reference

Pull Request - State: closed - Opened by emmanuel-ferdman 13 days ago - 3 comments
Labels: CLA Signed, Merged

#2737 - Check for feasibility in gen_candidates_scipy and error out for infeasible candidates

Pull Request - State: closed - Opened by saitcakmak 14 days ago - 9 comments
Labels: CLA Signed, Merged, fb-exported

#2735 - Allow for observation noise without mask in ModelListGP

Pull Request - State: closed - Opened by swierh 15 days ago - 3 comments
Labels: CLA Signed, Merged

#2734 - [Bug]: ModelListGP can't fantisize samples with observation_noise unless masked

Issue - State: closed - Opened by swierh 15 days ago
Labels: bug

#2733 - Add a helper for evaluating feasibility of candidate points (#2565)

Pull Request - State: closed - Opened by saitcakmak 15 days ago - 5 comments
Labels: CLA Signed, Merged, fb-exported

#2732 - [Easy] Fix imports in MBM tutorials

Pull Request - State: closed - Opened by saitcakmak 16 days ago - 4 comments
Labels: CLA Signed, Merged

#2731 - Update nonlinear_constraint_is_feasible to return a boolean tensor

Pull Request - State: closed - Opened by saitcakmak 16 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2730 - Add optimal values for synthetic contrained optimization problems

Pull Request - State: closed - Opened by ltiao 16 days ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2729 - [Docusaurus] sync `docusaurus-versions` with main

Pull Request - State: closed - Opened by CristianLara 17 days ago
Labels: CLA Signed

#2728 - [Bug]: Memory leak with minimal example

Issue - State: open - Opened by AdrianSosic 17 days ago - 7 comments
Labels: bug

#2727 - optimize_acqf_mixed bounds

Issue - State: open - Opened by Mayousk 17 days ago - 1 comment

#2726 - [GHA] Creating a new version only tracks relevant files to git

Pull Request - State: closed - Opened by CristianLara 17 days ago - 4 comments
Labels: CLA Signed, Merged

#2725 - Remove hard-coded dtype from best_f buffers

Pull Request - State: closed - Opened by saitcakmak 17 days ago - 6 comments
Labels: CLA Signed, Merged, fb-exported

#2724 - Make SAASBO available on MPS

Issue - State: closed - Opened by Hrovatin 17 days ago - 5 comments
Labels: enhancement

#2723 - Update Algolia config

Pull Request - State: closed - Opened by zpao 18 days ago - 3 comments
Labels: CLA Signed, Merged

#2722 - [Docusaurus] Add license to files

Pull Request - State: closed - Opened by CristianLara 18 days ago - 2 comments
Labels: CLA Signed, Merged, fb-exported

#2721 - [GHA] Specify permissions when deviating from defaults

Pull Request - State: closed - Opened by CristianLara 18 days ago - 3 comments
Labels: CLA Signed, Merged

#2720 - [Docusaurus] Fix broken links

Pull Request - State: closed - Opened by CristianLara 18 days ago - 3 comments
Labels: CLA Signed, Merged

#2719 - [Bug]: (Website) Custom model in Ax docs link to nonexistent "Model Documentation"

Issue - State: closed - Opened by haydn-jones 20 days ago - 3 comments
Labels: bug

#2718 - [RTD] Update url to official project

Pull Request - State: closed - Opened by CristianLara 21 days ago - 3 comments
Labels: CLA Signed, Merged

#2717 - Bump katex from 0.16.11 to 0.16.21 in /website

Pull Request - State: closed - Opened by dependabot[bot] 21 days ago - 4 comments
Labels: CLA Signed, Merged, dependencies, javascript

#2716 - Bump nanoid from 3.3.7 to 3.3.8 in /website

Pull Request - State: closed - Opened by dependabot[bot] 21 days ago - 4 comments
Labels: CLA Signed, Merged, dependencies, javascript

#2715 - Upgrade Website (#2653)

Pull Request - State: closed - Opened by CristianLara 21 days ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2714 - Changelog for 0.13.0

Pull Request - State: closed - Opened by saitcakmak 21 days ago - 5 comments
Labels: CLA Signed, Merged, fb-exported

#2713 - [RFC] Use `uv` package manager in GHA

Pull Request - State: closed - Opened by saitcakmak 22 days ago - 4 comments
Labels: CLA Signed, Merged

#2712 - Unpin scipy & use threadpoolctl in minimize_with_timeout

Pull Request - State: closed - Opened by saitcakmak 22 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2711 - Update cost function, use qLogEI in discrete MFKG tutorial

Pull Request - State: closed - Opened by Balandat 23 days ago - 5 comments
Labels: CLA Signed, Merged

#2710 - Require GPyTorch==1.14 & linear_operator==0.6

Pull Request - State: closed - Opened by saitcakmak 23 days ago - 3 comments
Labels: CLA Signed, Merged

#2709 - Update HOGP docstring

Pull Request - State: closed - Opened by Balandat 23 days ago - 3 comments
Labels: CLA Signed, Merged

#2708 - [Bug]: optimize_acqf_mixed does not respect parameter constraint with fixed features

Issue - State: closed - Opened by ysellai 24 days ago - 7 comments
Labels: bug

#2707 - Tutorial for Robust Gaussian Processes via Relevance Pursuit

Pull Request - State: closed - Opened by SebastianAment 24 days ago - 13 comments
Labels: CLA Signed, Merged, fb-exported

#2705 - Importing `SaasFullyBayesianSingleTaskGP` into `fit`

Pull Request - State: closed - Opened by SebastianAment 25 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2704 - robustify fully bayesian model test

Pull Request - State: closed - Opened by sdaulton 25 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2703 - Add in some type annotations for FullyBayesianSingleTaskGP models

Pull Request - State: closed - Opened by esantorella 25 days ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2702 - FullyBayesianSingleTaskGP.train should not return None

Pull Request - State: closed - Opened by esantorella 25 days ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2700 - Adding a tutorial on BO constrained by probability of classification model

Pull Request - State: closed - Opened by FrankWanger 26 days ago - 7 comments
Labels: CLA Signed, Merged

#2699 - Add Region Averaged Acquisition Functions

Pull Request - State: closed - Opened by SaiAakash 27 days ago - 20 comments
Labels: CLA Signed, Merged

#2698 - [FEATURE REQUEST]: unpin from gpytorch and linear-operator

Issue - State: closed - Opened by johannahaffner 27 days ago - 3 comments
Labels: enhancement

#2697 - fully bayesian linear model

Pull Request - State: closed - Opened by sdaulton 29 days ago - 9 comments
Labels: CLA Signed, Merged, fb-exported

#2696 - add abstract fully bayesian GP

Pull Request - State: closed - Opened by sdaulton 29 days ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2694 - Open-Sourcing MAP SAAS

Pull Request - State: closed - Opened by SebastianAment 29 days ago - 19 comments
Labels: CLA Signed, Merged, fb-exported

#2693 - Support mixing SAAS & SingleTaskGP models in ModelListGP

Pull Request - State: closed - Opened by saitcakmak 30 days ago - 5 comments
Labels: CLA Signed, Merged, fb-exported

#2692 - add normalization to warping function

Pull Request - State: closed - Opened by sdaulton 30 days ago - 5 comments
Labels: CLA Signed, Merged, fb-exported

#2691 - Fix bug in `optimize_objective` with fixed features

Pull Request - State: closed - Opened by esantorella about 1 month ago - 5 comments
Labels: CLA Signed, Merged, fb-exported

#2690 - `RobustRelevancePursuitSingleTaskGP` with specialized `fit_gpytorch_mll`

Pull Request - State: closed - Opened by SebastianAment about 1 month ago - 12 comments
Labels: CLA Signed, Merged, fb-exported

#2689 - Stop test from stratified standardize transform from failing flakily

Pull Request - State: closed - Opened by esantorella about 1 month ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2688 - Fix random seed handling in sample_hypersphere

Pull Request - State: closed - Opened by saitcakmak about 1 month ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2686 - [Bug]: Incorrect Dimension Handling in `optimize_objective` for Fixed Features

Issue - State: closed - Opened by amanchoudhri about 1 month ago - 3 comments
Labels: bug

#2685 - [Bug]: `sample_hypersphere` in 1D does not take random seed into account

Issue - State: closed - Opened by wgsb about 1 month ago - 1 comment
Labels: bug

#2684 - [FEATURE REQUEST]: Implementing Region Averaged Acquisition Functions

Issue - State: closed - Opened by SaiAakash about 1 month ago - 5 comments
Labels: enhancement

#2683 - NP Regression Model w/ LIG Acquisition

Pull Request - State: open - Opened by eibarolle about 1 month ago - 7 comments
Labels: CLA Signed

#2682 - Use mini-batches when evaluating candidates within optimize_acqf_discrete_local_search

Pull Request - State: closed - Opened by saitcakmak about 1 month ago - 2 comments
Labels: CLA Signed, Merged, fb-exported

#2681 - [Bug]: Inconsistent results from `LinearMCObjective`

Issue - State: open - Opened by AdrianSosic about 1 month ago - 8 comments
Labels: bug

#2680 - add center argument to Normalize

Pull Request - State: closed - Opened by sdaulton about 1 month ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2679 - Add slight tolerance term in _check_hypercube

Pull Request - State: closed - Opened by mpolson64 about 1 month ago - 2 comments
Labels: CLA Signed, Merged, fb-exported

#2679 - Add slight tolerance term in _check_hypercube

Pull Request - State: closed - Opened by mpolson64 about 1 month ago - 2 comments
Labels: CLA Signed, Merged, fb-exported

#2678 - Remove current_x validation from mixed optimizer

Pull Request - State: closed - Opened by saitcakmak about 1 month ago - 4 comments
Labels: CLA Signed, Merged

#2677 - [FEATURE REQUEST]: TabPFN2 Wrapper

Issue - State: open - Opened by jduerholt about 1 month ago - 7 comments
Labels: enhancement

#2677 - [FEATURE REQUEST]: TabPFN2 Wrapper

Issue - State: open - Opened by jduerholt about 1 month ago - 7 comments
Labels: enhancement

#2674 - Update Issue Templates

Pull Request - State: closed - Opened by saitcakmak about 1 month ago - 3 comments
Labels: CLA Signed, Merged

#2673 - Adding AE's NeurIPS 2024 papers to `papers.md`

Pull Request - State: closed - Opened by SebastianAment about 1 month ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2671 - StratifiedStandardize OutcomeTransform

Pull Request - State: closed - Opened by sdaulton about 2 months ago - 9 comments
Labels: CLA Signed, Merged, fb-exported

#2669 - Pin scipy to <1.15 (again) to avoid slowdowns

Pull Request - State: closed - Opened by Balandat about 2 months ago - 3 comments
Labels: CLA Signed, Merged

#2668 - [Bug] Substantial slowdowns with scipy 1.15

Issue - State: closed - Opened by Balandat about 2 months ago - 1 comment
Labels: bug

#2667 - Make fitting compatible with scipy 1.15 optimization changes

Pull Request - State: closed - Opened by Balandat about 2 months ago - 4 comments
Labels: CLA Signed, Merged

#2666 - [Bug] Model fitting is broken with scipy 1.15

Issue - State: closed - Opened by Balandat about 2 months ago
Labels: bug

#2665 - Pin scipy to <1.15

Pull Request - State: closed - Opened by Balandat about 2 months ago - 2 comments
Labels: CLA Signed, Merged

#2663 - pass X to OutcomeTransform

Pull Request - State: closed - Opened by sdaulton about 2 months ago - 8 comments
Labels: CLA Signed, Merged, fb-exported

#2662 - Running Botorch v0.12 on Python3.8

Issue - State: closed - Opened by lucasvandijck about 2 months ago - 3 comments
Labels: question

#2661 - Are the citations for `MultiTaskGP` correct?

Issue - State: closed - Opened by nabenabe0928 about 2 months ago - 1 comment
Labels: question

#2660 - Use expm1 instead of exp - 1

Pull Request - State: closed - Opened by kit1980 about 2 months ago - 3 comments
Labels: CLA Signed, Merged

#2659 - Supporting `InputTransforms` in `SparseOutlierLikelihood` and `get_posterior_over_support`

Pull Request - State: closed - Opened by SebastianAment about 2 months ago - 9 comments
Labels: CLA Signed, Merged, fb-exported

#2658 - Sobol sampling isn't independent across multiple posteriors

Issue - State: open - Opened by pvasu about 2 months ago

#2653 - Upgrade Website

Pull Request - State: closed - Opened by CristianLara 2 months ago - 7 comments
Labels: CLA Signed, Merged

#2652 - Add InfeasibilityError exception

Pull Request - State: closed - Opened by Waschenbacher 2 months ago - 7 comments
Labels: CLA Signed, Merged

#2651 - Stop redirecting for the archived docs

Pull Request - State: closed - Opened by zpao 2 months ago - 3 comments
Labels: CLA Signed

#2650 - Replace lazy tensor with linear operator in RGPE tutorial

Pull Request - State: closed - Opened by saitcakmak 2 months ago - 3 comments
Labels: CLA Signed, Merged

#2649 - Update indexing in qLogNEI._get_samples_and_objectives

Pull Request - State: closed - Opened by saitcakmak 2 months ago - 3 comments
Labels: CLA Signed, Merged, fb-exported

#2648 - [Bug] RuntimeError: split_with_sizes with qLogNoisyExpectedImprovement

Issue - State: closed - Opened by ChristianMichelsen 2 months ago - 4 comments
Labels: bug

#2647 - `LatentKroneckerGP` for Learning Curve Prediction (#2633)

Pull Request - State: closed - Opened by jandylin 3 months ago - 11 comments
Labels: CLA Signed, Merged, fb-exported

#2646 - fix get_default_partitioning_alpha for >7 objectives

Pull Request - State: closed - Opened by sdaulton 3 months ago - 4 comments
Labels: CLA Signed, Merged, fb-exported

#2643 - Vizier output transforms

Pull Request - State: open - Opened by CompRhys 3 months ago - 4 comments
Labels: CLA Signed

#2642 - [Bug] Unable to install botorch via conda

Issue - State: closed - Opened by chrisyeh96 3 months ago - 1 comment
Labels: bug

#2642 - [Bug] Unable to install botorch via conda

Issue - State: closed - Opened by chrisyeh96 3 months ago - 1 comment
Labels: bug

#2641 - Fix custom_botorch_model_in_ax tutorial

Pull Request - State: closed - Opened by saitcakmak 3 months ago - 3 comments
Labels: CLA Signed, Merged

#2641 - Fix custom_botorch_model_in_ax tutorial

Pull Request - State: closed - Opened by saitcakmak 3 months ago - 3 comments
Labels: CLA Signed, Merged

#2640 - Remove mpmath dependency pin

Pull Request - State: closed - Opened by Balandat 3 months ago - 3 comments
Labels: CLA Signed, Merged

#2639 - Optimization over mixed spaces in `optimize_acqf_homotopy`

Pull Request - State: closed - Opened by jduerholt 3 months ago - 13 comments
Labels: CLA Signed, Merged

#2637 - [Bug] I-BNN tutorial benchmarks need updating

Issue - State: open - Opened by slishak-PX 3 months ago - 3 comments
Labels: bug

#2636 - Add TopK downselection for initial batch generation.

Pull Request - State: closed - Opened by CompRhys 3 months ago - 13 comments
Labels: CLA Signed, Merged

#2635 - Add support for continuous relaxation within optimize_acqf_mixed_alternating

Pull Request - State: closed - Opened by saitcakmak 3 months ago - 6 comments
Labels: CLA Signed, Merged, fb-exported

#2634 - Add `qPosteriorStandardDeviation` acquisition function

Pull Request - State: closed - Opened by slishak-PX 3 months ago - 14 comments
Labels: CLA Signed, Merged

#2633 - `LatentKroneckerGP` for Learning Curve Prediction

Pull Request - State: closed - Opened by SebastianAment 3 months ago - 3 comments
Labels: CLA Signed, fb-exported

GitHub / pytorch/botorch issues and pull requests