v0.5.0

ContinuousNormalizingFlows v0.5.0

Closed issues:

• {"message":"Couldn't find a repository matching this job.","error":true}""") (#2)
• Performance question (#162)
• Change the name (#171)

Merged pull requests:

• Init Package (#1) (@prbzrg)
• add coveralls file (#3) (@prbzrg)
• skip coveralls (#4) (@prbzrg)
• add desc to citation title (#5) (@prbzrg)
• add FFJORD (#6) (@prbzrg)
• Add default nn (#20) (@prbzrg)
• add rnode (#21) (@prbzrg)
• add time and loss to report (#22) (@prbzrg)
• use y in J func (#23) (@prbzrg)
• add DistributionsAD (#24) (@prbzrg)
• add lower bound (#27) (@prbzrg)
• fix the error by converting the output (#28) (@prbzrg)
• add conditional versions (#29) (@prbzrg)
• remove Parameters and add type to AbstractICNF (#30) (@prbzrg)
• fix a typo (#31) (@prbzrg)
• better organization for smoke tests (#32) (@prbzrg)
• CompatHelper: bump compat for OrdinaryDiffEq to 6, (keep existing compat) (#33) (@github-actions[bot])
• use DataLoader (#34) (@prbzrg)
• CompatHelper: bump compat for ScientificTypes to 3, (keep existing compat) (#35) (@github-actions[bot])
• CompatHelper: bump compat for MLJBase to 0.19, (keep existing compat) (#36) (@github-actions[bot])
• add CondICNFModel (#37) (@prbzrg)
• fix cuda tests (#38) (@prbzrg)
• use CUDA.functional to check gpu (#39) (@prbzrg)
• add types to vectors in smoke tests (#40) (@prbzrg)
• add Planar (#41) (@prbzrg)
• update Project.toml (#42) (@prbzrg)
• Add sciml opt app (#43) (@prbzrg)
• add forwarddiff (#44) (@prbzrg)
• CompatHelper: bump compat for MLJBase to 0.20, (keep existing compat) (#45) (@github-actions[bot])
• update ci (#46) (@prbzrg)
• CompatHelper: bump compat for Flux to 0.13, (keep existing compat) (#47) (@github-actions[bot])
• fix docs (#48) (@prbzrg)
• fix memory error in tests (#49) (@prbzrg)
• add MLUtils (#50) (@prbzrg)
• fix flux v13 error (#51) (@prbzrg)
• add Optim Opt (#53) (@prbzrg)
• update GalacticOptim to new version 3 (#54) (@prbzrg)
• add rng to inferences (#55) (@prbzrg)
• add better info (#56) (@prbzrg)
• add norm to loss (#57) (@prbzrg)
• code cleaning (#58) (@prbzrg)
• add loss_pn & cond dist (#59) (@prbzrg)
• update Project (#60) (@prbzrg)
• Add AD tests (#61) (@prbzrg)
• use only one method in fitting test (#62) (@prbzrg)
• avoid broadcasting (#63) (@prbzrg)
• add array mover (#64) (@prbzrg)
• remove assert (#65) (@prbzrg)
• rename GalacticOptim (#66) (@prbzrg)
• add more AD tests (#67) (@prbzrg)
• fix tspan (#68) (@prbzrg)
• reverse tspan (#69) (@prbzrg)
• Update to SciMLSensitivity (#70) (@prbzrg)
• Code cleaning 4 (#73) (@prbzrg)
• fix ReverseDiff - DimensionMismatch (#74) (@prbzrg)
• better epsilon (#75) (@prbzrg)
• fix Tracker test (#76) (@prbzrg)
• Bump actions/checkout from 2 to 3 (#77) (@dependabot[bot])
• Bump codecov/codecov-action from 2 to 3 (#78) (@dependabot[bot])
• add fitted_params to tests (#80) (@prbzrg)
• Better dist (#81) (@prbzrg)
• move alg & sensealg (#82) (@prbzrg)
• add array type (#83) (@prbzrg)
• rm eltype (#84) (@prbzrg)
• add Real to AD loop res (#85) (@prbzrg)
• rm Yota in test (#86) (@prbzrg)
• update defaults (#87) (@prbzrg)
• update test n (#88) (@prbzrg)
• Add some ci (#89) (@prbzrg)
• Better format (#91) (@prbzrg)
• use muladd (#93) (@prbzrg)
• fix grad xs (#94) (@prbzrg)
• CompatHelper: bump compat for MLUtils to 0.3, (keep existing compat) (#95) (@github-actions[bot])
• CompatHelper: bump compat for MLJBase to 0.21, (keep existing compat) (#96) (@github-actions[bot])
• more tests (#97) (@prbzrg)
• CompatHelper: bump compat for MLUtils to 0.4, (keep existing compat) (#99) (@github-actions[bot])
• remove old compats (#100) (@prbzrg)
• Remove solvealg and sensealg (#101) (@prbzrg)
• Flux training: move from implicit to explicit (#102) (@prbzrg)
• code cleaning (#103) (@prbzrg)
• fix callback bug (#106) (@prbzrg)
• Add example (#107) (@prbzrg)
• Move epsilon to augmented_f (#108) (@prbzrg)
• update example (#109) (@prbzrg)
• move example to a file (#110) (@prbzrg)
• Revert "move example to a file" (#111) (@prbzrg)
• remove ] add (#112) (@prbzrg)
• bugfix: ICNFModel didn't use loss properly (#114) (@prbzrg)
• add pretty printing (#116) (@prbzrg)
• bugfix: big loss (#118) (@prbzrg)
• change epsilon to have batch (#119) (@prbzrg)
• fix typo (#120) (@prbzrg)
• fix augmented_f (#121) (@prbzrg)
• fix new_xs (#122) (@prbzrg)
• fix: planar epsilon (#123) (@prbzrg)
• add logger to tests (#125) (@prbzrg)
• unify api (#126) (@prbzrg)
• remove flux and optim support for optimization (#127) (@prbzrg)
• Separate tests (#129) (@prbzrg)
• better input types (#131) (@prbzrg)
• remove Labeler and Stale (#132) (@prbzrg)
• no batch (#134) (@prbzrg)
• update citation and inference output (#136) (@prbzrg)
• Add more parallel (#139) (@prbzrg)
• Switch to Lux (#141) (@prbzrg)
• remove matrix api and fix gpu issue (#143) (@prbzrg)
• CompatHelper: bump compat for CUDA to 4, (keep existing compat) (#144) (@github-actions[bot])
• add aggregator to loss (#146) (@prbzrg)
• add some debug info (#147) (@prbzrg)
• remove defaults (#148) (@prbzrg)
• remove batch training and have pure sgd (#149) (@prbzrg)
• add ADBackend to icnf (#151) (@prbzrg)
• add more tests for ADBackends (#152) (@prbzrg)
• have a general constructor (#153) (@prbzrg)
• use DataLoader (revert) (#155) (@prbzrg)
• add Matrix version of methods (#158) (@prbzrg)
• add Flux compatibility (#160) (@prbzrg)
• CompatHelper: bump compat for AbstractDifferentiation to 0.5, (keep existing compat) (#163) (@github-actions[bot])
• add sol_args and sol_kwargs (#164) (@prbzrg)
• Use import instead of using (#166) (@prbzrg)
• have multiple optimizer & disable cb (#173) (@prbzrg)
• CompatHelper: bump compat for SparseDiffTools to 2, (keep existing compat) (#174) (@github-actions[bot])
• add progress bar to callback (#175) (@prbzrg)
• enhance progress bar (#177) (@prbzrg)
• CompatHelper: bump compat for FillArrays to 1, (keep existing compat) (#178) (@github-actions[bot])
• rename MyFluxLayer to FluxCompatLayer (#179) (@prbzrg)
• Bump peter-evans/create-pull-request from 4 to 5 (#181) (@dependabot[bot])
• disable buffer in ICNFModel (#182) (@prbzrg)
• Update test/Project.toml (#183) (@prbzrg)
• add PrecompileTools (#184) (@prbzrg)
• remove dt in progress (#187) (@prbzrg)
• Name change (#189) (@prbzrg)
• change the name to ContinuousNormalizingFlows (#192) (@prbzrg)