v0.5.4

DataDrivenDiffEq v0.5.4

Diff since v0.5.3

Closed issues:

• UndefVarError <ₑ (#190)

Merged pull requests:

• Fixes #190 (#191) (@AlCap23)

v0.5.3

DataDrivenDiffEq v0.5.3

Diff since v0.5.2

Closed issues:

• DataDrivenDiffEq.jl Windows installation issue (#180)
• README example not updated for changes in Basis syntax (#181)

Merged pull requests:

• MTK 5 update (#187) (@YingboMa)

v0.5.2

DataDrivenDiffEq v0.5.2

Diff since v0.5.1

Merged pull requests:

• CompatHelper: bump compat for "ProximalOperators" to "0.13" (#177) (@github-actions[bot])
• Update for use with finite differences v0.11 (#178) (@AlCap23)

v0.5.1

DataDrivenDiffEq v0.5.1

Diff since v0.5.0

Closed issues:

• Please provide independent variables for basis. (#146)

Merged pull requests:

• System conversion updates and ControlSystem (#158) (@AlCap23)
• Update README.md with DOI (#171) (@AlCap23)
• MassInstallAction: Install the GitHubActionsCI workflow on this repository (#173) (@christopher-dG)
• Remove independent variable check on basis creation (#174) (@AlCap23)
• Fixed assertion of dimensionality in DMD (#175) (@AlCap23)

v0.5.0

DataDrivenDiffEq v0.5.0

Diff since v0.4.1

Merged pull requests:

• MassInstallAction: Install the TagBot workflow on this repository (#167) (@christopher-dG)
• MTK 4 Update (#168) (@AlCap23)

v0.4.1

DataDrivenDiffEq v0.4.1

Diff since v0.4.0

Closed issues:

• Check for observables as linear combinations of other observables (#116)
• DataDrivenDiffEq does only train along one trajectory (#136)
• Problem with the latest commit of DataDrivenDiffEq (#143)
• Help needed in overcoming this error (#152)
• On automatic creation of Basis vector in SInDy (#153)

Merged pull requests:

• Adapt examples for use with direct inputs (#148) (@AlCap23)
• Reduce allocations (#149) (@baggepinnen)
• Remove wrong documentation for basis creation (#150) (@AlCap23)
• CompatHelper: bump compat for "ProximalOperators" to "0.12" (#151) (@github-actions[bot])
• Basis generators (#154) (@AlCap23)
• Update isindy example in docs (#156) (@AlCap23)
• Add extended examples for koopman draft (#157) (@AlCap23)
• Adapt count operations and introduce linear independent basis (#161) (@AlCap23)

v0.4.0

DataDrivenDiffEq v0.4.0

Diff since v0.3.3

Closed issues:

• Rename SInDy (#91)

Merged pull requests:

• SINDY Signature and rename (#140) (@AlCap23)
• Switch to iip for regression and edmd (#141) (@AlCap23)
• Faster equation recovery for explicit result (#142) (@AlCap23)
• Fix docs for pareto sindy (#144) (@AlCap23)
• Update for julia 1.5 (#145) (@AlCap23)

v0.3.3

DataDrivenDiffEq v0.3.3

Diff since v0.3.2

Closed issues:

• SINDY-PI (#82)
• Use Hyperopt.jl for Pareto Optimization (#129)
• Implicit Sparse Identification Example in Docs is broken (#130)

Merged pull requests:

• Fix isindy example in docs and a typo (#131) (@AlCap23)
• Adapt isindy parameter for documentation (#132) (@AlCap23)
• New, simpler pareto front optimization (#133) (@AlCap23)
• fix link koopman (#134) (@ArnoStrouwen)
• Parallel Implict SINDY (#137) (@AlCap23)
• Update docs and release version (#138) (@AlCap23)

v0.3.2

DataDrivenDiffEq v0.3.2

Diff since v0.3.1

Merged pull requests:

• Pareto optimiser clean up (#102) (@AlCap23)
• Total dmd (#103) (@AlCap23)
• Remove norm equality test (#104) (@AlCap23)
• Update to 3.2.0 of MTK (#105) (@AlCap23)
• try to fix GR warnings in docs (#107) (@asinghvi17)
• Added SINDYPI functionality (#111) (@RajDandekar)
• CompatHelper: bump compat for "ProximalOperators" to "0.11" (#112) (@github-actions[bot])
• Update docs (#114) (@mkg33)
• Update docs (continued) (#115) (@mkg33)
• add io to all prints (#119) (@ChrisRackauckas)
• Allow for a GenearlizedGenerated-free basis generation setup (#120) (@ChrisRackauckas)
• evaluations with SInDy results (#121) (@ChrisRackauckas)
• Refactor Test Structures (#123) (@AlCap23)
• Revert "CompatHelper: bump compat for "ProximalOperators" to "0.11"" (#125) (@AlCap23)

v0.3.1

DataDrivenDiffEq v0.3.1

Diff since v0.3.0

Closed issues:

• Creating ODESystems for HAVOK (#93)
• Linear evolution of NonlinearKoopman (#97)
• Link to documentation in README is brocken (#99)

Merged pull requests:

• New Docs (#90) (@AlCap23)
• CompatHelper: bump compat for "FiniteDifferences" to "0.10" (#92) (@github-actions[bot])
• Update print_equations (#94) (@AlCap23)
• Fix wrong export of hankel (#95) (@AlCap23)
• Fixed Typo in Optimse (#98) (@AlCap23)
• Update the README to point to the new docs (#100) (@ChrisRackauckas)
• Update Project.toml (#101) (@AlCap23)