v0.1.0

BeliefPropagation v0.1.0

Merged pull requests:

• Reduce allocations (#8) (@stecrotti)
• Add regular factor graph (#9) (@stecrotti)
• inedges and outedges are not necessary (#10) (@stecrotti)
• Make code compatible with autodiff (#11) (@stecrotti)
• Ising notebook (#12) (@stecrotti)
• Fix issues with BPFactor's (#14) (@stecrotti)
• Uniform factors return 1 instead of 1/nstates (#15) (@stecrotti)
• Add plot method for factor graph (#17) (@stecrotti)
• Detailed free energy computation (#18) (@stecrotti)
• Allow constructing a FactorGraph from an AbstractGraph (#19) (@stecrotti)
• Add docs for light free energy (#20) (@stecrotti)
• Make test functions part of the public API (#22) (@stecrotti)
• Add a simple benchmark (#23) (@stecrotti)
• Factor update by differentiating computation of za (#24) (@stecrotti)
• Add more docs (#25) (@stecrotti)
• switch to AtomicArrays (#27) (@abraunst)
• Compute $z_{ai}$ explicitly (#29) (@stecrotti)
• Small optimization (#32) (@stecrotti)
• No need for atomic vectors (#33) (@stecrotti)
• Diffres (#34) (@abraunst)
• Add compat entries for stdlib deps (#35) (@stecrotti)
• Update to julia 1.10 (#36) (@stecrotti)
• Update compat entry for IndexedGraphs (#39) (@stecrotti)
• Use IndexedFactorGraphs (#40) (@stecrotti)
• Upgrade compat for indexedgraphs (#41) (@stecrotti)
• Compute free energy not as a by-product of messages, but separately (#42) (@stecrotti)
• Fix random seed in LDPC notebook (#43) (@stecrotti)
• Improve docs (#44) (@stecrotti)
• Add K-SAT to models (#45) (@stecrotti)
• Small fix in docs (#47) (@stecrotti)
• Small fixes to docs (#48) (@stecrotti)
• Fix compat bounds for CavityTools (#49) (@stecrotti)

Closed issues:

• Compute bethe free energy as a byproduct of iterations (#1)
• Add damping and reinforcement (#2)
• Compute convergence error and stop iterations after convergence is reached (#4)
• Add multi-threading (#5)
• Write documentation (#6)
• Add regular factor graph (#7)
• Reference to unexisting LDPCStorage package (#21)
• Use AtomicVector from package (#26)
• potential bug in maxsum (#28)
• Should we compute the free energy during the iterations? (#37)
• Split FactorGraphs submodule to its own package (#38)