Tags: Tractables/ProbabilisticCircuits.jl
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[Diff since v0.4.1](v0.4.1...v0.5.0) **Merged pull requests:** - CompatHelper: bump compat for DirectedAcyclicGraphs to 0.2, (keep existing compat) (#137) (@github-actions[bot]) - Migration to Tractables (#138) (@khosravipasha) **Closed issues:** - MAR results in OutOfMemoryErrors (#126)
[Diff since v0.3.2](v0.3.2...v0.3.3) **Closed issues:** - Batching Support for queries (#30) - [API improvement] Remove data from *BitCircuit signiture (#32) - Speedup em parameter learning (#44) - Incompatibility with Array{Bool} (#59) - KeyError on SDD to PSDD compilation (#80) - use structs for BitCircuit (#82) - Other gpu optimizations (#99) - add tests for `estimate_parameters_em_multi_epochs!` (#102) - Learning with missing information? (#103) **Merged pull requests:** - Faster `init_marginal_gpu` (#101) (@khosravipasha) - Update hidden_chow_liu_tree.jl (#108) (@joshuacnf)
[Diff since v0.3.1](v0.3.1...v0.3.2) **Merged pull requests:** - Support for `read` and `write` of circuits to *.gz compressed files (#100) (@guyvdbroeck)
[Diff since v0.3.0](v0.3.0...v0.3.1) **Closed issues:** - Python Interface/Wrapper (#4) - Save/Load operations not fully supported (#86) - Remove `use_gpu` when `data` is available (#73) - vtree_learner_tests fails when GPU avaiable (#85) - Move commented slow tests to slow tests github action (#88) - New Package for logistic circuits (#89) - Breaking: New version of SimpleWeightedGraphs v1.2 (#93) **Merged pull requests:** - Add support for `.spn` file format (#91) (@guyvdbroeck) - Rat SPN structures (#92) (@khosravipasha) - Gpu refactor (#96) (@khosravipasha)
[Diff since v0.2.4](v0.2.4...v0.3.0) **Merged pull requests:** - overhaul of input-output functionality (#87) (@guyvdbroeck)
[Diff since v0.2.3](v0.2.3...v0.2.4) **Closed issues:** - Build fails on Windows (#3) - Bug in MPE implementation (#21) - Compiling an SDD into a PSDD (#53) - Failing test for bottom-up vtree learning (#63) - Separate circuit counters for parallel traversals/queries (#64) - BlossomV to become optional dependency (#65) - Avoid scalar indexing on GPU in `init_expectations` (#74) **Merged pull requests:** - Add SDD to PSDD compilation (#56) (@RenatoGeh) - CompatHelper: bump compat for "LoopVectorization" to "0.12" (#67) (@github-actions[bot]) - Readme examples (#68) (@liuanji) - Refactor data utils (#70) (@guyvdbroeck) - Change circuit traversal API to use `Dict` instead of a `counter` field (#71) (@guyvdbroeck) - CompatHelper: bump compat for "CUDA" to "3.0" (#72) (@github-actions[bot]) - Add SamplePSDD (#79) (@RenatoGeh) - Dataframe upgrade to 1.x (#83) (@khosravipasha) - CompatHelper: add new compat entry for Tables at version 1, (keep existing compat) (#84) (@github-actions[bot])
[Diff since v0.2.2](v0.2.2...v0.2.3) Version 0.2.3 **Closed issues:** - Learning Circuits from missing data (#11) - Studel missing APIs. Save/load/MAR/etc (#28) - `logsumexp(x::Real, y::Real)` is deprecated, use `logaddexp(x, y)` instead. (#39) - Marginalization for `learn_strudel` circuits (#48) **Merged pull requests:** - Optionally pass an IO instead of filename to psdd saving (#47) (@RenatoGeh) - Add EVI and MAR functions for mixtures (#49) (@RenatoGeh) - Stop transformation steps when no longer possible and add verbose flag (#50) (@RenatoGeh) - CompatHelper: bump compat for "DataFrames" to "0.22" (#51) (@github-actions[bot]) - CompatHelper: bump compat for "LoopVectorization" to "0.11" (#54) (@github-actions[bot]) - CompatHelper: bump compat for "Reexport" to "1.0" (#55) (@github-actions[bot]) - Learning from missing data (#57) (@khosravipasha)
[Diff since v0.2.1](v0.2.1...v0.2.2) **Closed issues:** - [Logistic Circuits] Logit Function Missing when Calculating Class Probabilities (#18) - [ProbabilisticCircuits] kmeans In em.jl (#42) **Merged pull requests:** - CompatHelper: bump compat for "DataStructures" to "0.18" (#29) (@github-actions[bot]) - [WIP] BitCircuitPair: bit circuits for pair of ciruict (eg for expectations) (#33) (@khosravipasha) - Building docs latex test (#35) (@khosravipasha) - CompatHelper: bump compat for "DataFrames" to "0.22" (#37) (@github-actions[bot]) - fix bug for k-means in em (#43) (@MhDang)
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