v0.3.0

DataDrivenDiffEq v0.3.0

Diff since v0.2.0

Closed issues:

• Δt in DMD: Allow arbitrary time array? (#15)

Merged pull requests:

• Interpolation for generator (#89) (@AlCap23)

v0.2.0

DataDrivenDiffEq v0.2.0

Diff since v0.1.4

Closed issues:

• Optimiser Tests (#68)
• SInDy_Examples2 and ISInDy_Examples not working (#74)
• ADMM not robust (#84)

Merged pull requests:

• Return sindy coefficients (#62) (@AlCap23)
• Minor sindy updates (#63) (@AlCap23)
• CompatHelper: bump compat for "StatsBase" to "0.33" (#64) (@github-actions[bot])
• Update README.md (#66) (@AlCap23)
• Consistent assertion of utils (#70) (@AlCap23)
• Add optimiser tests (#71) (@AlCap23)
• Edmd fixes (#72) (@AlCap23)
• Fix SInDy_Examples2 and ISInDy_Examples (#75) (@gabrevaya)
• CompatHelper: bump compat for "ModelingToolkit" to "2.0" (#77) (@github-actions[bot])
• Update Tests for new Koopman Struct (#78) (@AlCap23)
• Convergence for optimiser (#79) (@AlCap23)
• SInDy Result (#80) (@AlCap23)
• CompatHelper: bump compat for "ModelingToolkit" to "3.0" (#81) (@github-actions[bot])
• General Basis (#83) (@AlCap23)
• Better Koopman structs and split of estimation algorithms (#85) (@AlCap23)
• Quick fixes (#86) (@AlCap23)
• CompatHelper: add new compat entry for "DiffEqBase" at version "6.29" (#87) (@github-actions[bot])
• Check if eq is present (#88) (@AlCap23)

v0.1.4

DataDrivenDiffEq v0.1.4

Diff since v0.1.3

Closed issues:

• Time(t) as a basis? (#58)

Merged pull requests:

• Add basic Savitzky Golay filter (#43) (@gabrevaya)
• [WIP] HAVOK (#53) (@AlCap23)
• Make the matrix non-singular (#55) (@AlCap23)
• Add independent variable for basis (#60) (@AlCap23)
• MTK 1.2.9 (#61) (@AlCap23)

v0.1.3

DataDrivenDiffEq v0.1.3

Diff since v0.1.2

Closed issues:

• Ordering of variables in Basis (#49)

Merged pull requests:

• Fixes the segfault in the pareto frontier eval (#48) (@AlCap23)
• Sindy upgrades (#50) (@AlCap23)
• Minor basis fix (#51) (@AlCap23)

v0.1.2

DataDrivenDiffEq v0.1.2

Diff since v0.1.1

Closed issues:

• Problem with switch to OrdinaryDiffEq (#22)
• Model selection for dynamical systems (#23)
• Check the validity of SInDy regression (#28)
• Build fails since 0.1.1 (#35)

Merged pull requests:

• New optimizer structure (#33) (@AlCap23)
• Implicit sindy (#36) (@AlCap23)
• CompatHelper: add new compat entry for "ProximalOperators" at version "0.10" (#37) (@github-actions[bot])
• Implicit sindy (#38) (@AlCap23)
• Add unique method for operations and use simplify_constants (#40) (@gabrevaya)
• Add Pareto Front Identification for SINDY (#41) (@AlCap23)
• Fix tiny bug in basis creation examples (#42) (@gabrevaya)
• Install TagBot as a GitHub Action (#44) (@JuliaTagBot)
• Sampling Methods for Data (#45) (@AlCap23)
• Minor tweaks in the asserts and new release (#46) (@AlCap23)
• Fixes dimensionality for parameter vector in sindy (#47) (@AlCap23)

v0.1.1

v0.1.1 (2020-01-02)

Diff since v0.1.0

Closed issues:

• SINDy on a small 4-variable problem hangs at simplify_constants (#30)
• Bug with reduced approximator in EDMD example (#21)
• Output an ODESystem from SInDy? (#17)
• Name? (#12)

Merged pull requests:

• make the simplification not hang (#31) (shashi)
• CompatHelper: bump compat for "ModelingToolkit" to "1.0" (#20) (github-actions[bot])
• Update DMDc (#19) (AlCap23)
• ODESystem output of SInDy (#18) (AlCap23)
• Δt to dt (#16) (ChrisRackauckas)
• Use in-place mul! in generated dynamics (#14) (ChrisRackauckas)
• [WIP] DMDc (#10) (AlCap23)

v0.1.0

v0.1.0 (2019-11-24)

Diff since e5596b0f447a6503323acfeab113dd4debe2d941

Closed issues:

• Variables of Basis (#3)
• Keep the Basis (#2)

Merged pull requests:

• CompatHelper: bump compat for "ModelingToolkit" to "0.10" (#11) (github-actions[bot])
• Fix wrong optimization (#7) (AlCap23)
• get tests passing (#6) (ChrisRackauckas)
• SInDy Implementation (#4) (AlCap23)
• Add Modelingtoolkit support for EDMD (#1) (AlCap23)