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GitHub topics: lifted-inference

StatisticalRelationalAI/EpsilonAdvancedColourPassing

Source code for the paper "Approximate Lifted Model Construction" (IJCAI 2025)

Language: Julia - Size: 22 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

StatisticalRelationalAI/LIFAGU-Extended

Source code for the paper "Lifting Factor Graphs with Some Unknown Factors for New Individuals" (IJAR 2025)

Language: Julia - Size: 22 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

StatisticalRelationalAI/AlphaAdvancedColourPassing

Source code for the paper "Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs" (LoG 2024)

Language: Julia - Size: 22 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

StatisticalRelationalAI/DECOR

Source code for the paper "Efficient Detection of Commutative Factors in Factor Graphs" (PGM 2024)

Language: Julia - Size: 28.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

StatisticalRelationalAI/DEFT

Source code for the paper "Efficient Detection of Exchangeable Factors in Factor Graphs" (FLAIRS 2024)

Language: Julia - Size: 29.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GustikS/NeuraLifting

Lossless Compression of Structured Convolutional Models via Lifting

Language: Shell - Size: 1.54 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

StatisticalRelationalAI/LiftedCausalInference

Source code for the paper "Lifted Causal Inference in Relational Domains" (CLeaR 2024)

Language: Julia - Size: 21.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

StatisticalRelationalAI/LIFAGU

Source code for the paper "Lifting Factor Graphs with Some Unknown Factors" (ECSQARU 2023)

Language: Julia - Size: 21.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

GustikS/GNNwLRNNs

Beyond Graph Neural Networks with Lifted Relational Neural Networks

Language: Shell - Size: 2.34 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

StatisticalRelationalAI/AdvancedColourPassing

Source code for the paper "Colour Passing Revisited: Lifted Model Construction with Commutative Factors" (AAAI 2024)

Language: Julia - Size: 22 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Mehran-k/L2C

A compiler for lifted inference into C++ programs

Language: Ruby - Size: 945 KB - Last synced at: over 1 year ago - Pushed at: almost 9 years ago - Stars: 3 - Forks: 0

tristndev/ComPI

A Benchmarking Suite for Probabilistic Inference Frameworks 📊🔍 Developed at IFIS, University of Lübeck

Language: Java - Size: 56.5 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2