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            PositiveIndexKernel #3047
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  hvarfner 
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Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
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Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
| Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@            Coverage Diff            @@
##              main     #3047   +/-   ##
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  Files          216       217    +1     
  Lines        20663     20723   +60     
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  hvarfner 
      pushed a commit
        to hvarfner/botorch
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      this pull request
    
      Oct 17, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
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      that referenced
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      Oct 17, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
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      Oct 17, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 17, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
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      that referenced
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      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
    
  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
    
  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
    
  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
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      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
    
  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
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      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
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  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Differential Revision: D84878629
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Reviewed By: Balandat Differential Revision: D84878629
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  hvarfner 
      pushed a commit
        to hvarfner/botorch
      that referenced
      this pull request
    
      Oct 29, 2025 
    
    
      
  
    
      
    
  
Summary: PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point. Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion. Reviewed By: Balandat Differential Revision: D84878629
| This pull request has been merged in e27a216. | 
  
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Summary:
PositiveIndexKernel - a MultiTaskGP kernel that enforces positive correlation. Should probably be upstreamed into GPyTorch at some point.
Also introduces priors on diagonal and off-diagonals separately, so that priors can be set on task correlation in a more intuititve fashion.
Differential Revision: D84878629