v0.12.26

What's Changed

• QA: run_qa v1.6 form + ExplicitImports by @ChrisRackauckas-Claude in #460
• chore(deps): bump the all-julia-packages group across 2 directories with 1 update by @dependabot[bot] in #461
• [WIP/Draft] feat(models): ContinuousESN — PR3 (stacked on #450) by @Saswatsusmoy in #456
• chore: up version by @MartinuzziFrancesco in #464

Full Changelog: v0.12.25...v0.12.26

v0.12.25

What's Changed

• fix: removing delay and nla bugs, small all around fixes by @MartinuzziFrancesco in #459

Full Changelog: v0.12.24...v0.12.25

v0.12.24

What's Changed

• docs: add reservoir memory networks to readme and docs by @MartinuzziFrancesco in #444
• Re-enable downgrade CI by @ChrisRackauckas-Claude in #445
• Centralize CI on SciML reusable workflows by @ChrisRackauckas-Claude in #447
• chore(deps): update ReservoirComputing requirement to 0.12.23 in /test/nopre in the all-julia-packages group across 1 directory by @dependabot[bot] in #448
• feat: SciMLProblemReservoir core types + collectstates dispatch helper by @Saswatsusmoy in #446
• ci: add standard centralized workflows (auto-format, dependabot-automerge, docs-preview-cleanup) by @ChrisRackauckas-Claude in #449
• Drop now-invalid allow-reresolve input from downgrade workflow(s) by @ChrisRackauckas-Claude in #451
• Canonical CI cleanup: TagBot thin-caller + downgrade-caller cleanup by @ChrisRackauckas-Claude in #452
• Canonical CI: grouped-tests.yml + root test/test_groups.toml by @ChrisRackauckas-Claude in #453
• Use SciMLTesting v1.2 (folder-based run_tests) by @ChrisRackauckas-Claude in #454
• feat: implement toepliz sparse reservoir topology by @am-1118 in #443
• docs: include SciMLProblemReservoir docstrings in the manual by @ChrisRackauckas-Claude in #457
• chore(deps): bump actions/checkout from 6 to 7 by @dependabot[bot] in #458
• feat: continuous-time reservoirs via RCODEReservoirExt by @Saswatsusmoy in #450

Full Changelog: v0.12.23...v0.12.24

v0.12.23

ReservoirComputing v0.12.23

Diff since v0.12.22

Merged pull requests:

• Add MemoryResESNCell/RMNResESN residual reservoir memory network (#418) (#421) (@Saswatsusmoy)
• feat: implement band reservoir topology (#439) (@am-1118)

Closed issues:

• Residual Reservoir Memory Networks (#418)

v0.12.22

ReservoirComputing v0.12.22

Diff since v0.12.21

Merged pull requests:

• feat: add reservoir memory networks (#354) (@MartinuzziFrancesco)
• CompatHelper: add new compat entry for JLD2 at version 0.6 for package docs, (keep existing compat) (#430) (@github-actions[bot])
• CompatHelper: add new compat entry for OrdinaryDiffEqAdamsBashforthMoulton at version 2 for package docs, (keep existing compat) (#431) (@github-actions[bot])
• CompatHelper: add new compat entry for LinearSolve at version 3 for package docs, (keep existing compat) (#432) (@github-actions[bot])
• CompatHelper: add new compat entry for LIBSVM at version 0.8 for package docs, (keep existing compat) (#433) (@github-actions[bot])
• CompatHelper: add new compat entry for MLJLinearModels at version 0.10 for package docs, (keep existing compat) (#434) (@github-actions[bot])
• docs: add correct packages to readme (#435) (@MartinuzziFrancesco)
• CI: install Julia in FormatCheck workflow so runic-action can run (#436) (@ChrisRackauckas-Claude)
• fix: remove :states injection from train! state (#437) (#438) (@Saswatsusmoy)
• chore(deps): bump julia-actions/setup-julia from 2 to 3 (#441) (@dependabot[bot])
• chore: up version (#442) (@MartinuzziFrancesco)

Closed issues:

• TagBot issue (#187)
• Reservoir Memory Networks (RMN) (#339)
• fields mismatch in st and layers for ReservoirChain (#437)

v0.12.21

ReservoirComputing v0.12.21

Diff since v0.12.20

Merged pull requests:

• docs: small changes to readme and index (#426) (@MartinuzziFrancesco)
• CompatHelper: bump compat for OrdinaryDiffEq to 7 for package docs, (keep existing compat) (#427) (@github-actions[bot])
• CompatHelper: bump compat for DifferentialEquations in [extras] to 8, (keep existing compat) (#428) (@github-actions[bot])
• docs: better imports for tutorials (#429) (@MartinuzziFrancesco)

v0.10.0

ReservoirComputing v0.10.0

Diff since v0.9.5

This release has been identified as a backport.
Automated changelogs for backports tend to be wildly incorrect.
Therefore, the list of issues and pull requests is hidden.

v0.12.20

ReservoirComputing v0.12.20

Diff since v0.12.19

Merged pull requests:

• Implement Lower Triangular Topology (#268) (#416) (@am-1118)
• chore(deps): bump JuliaRegistries/TagBot from 1.24.7 to 1.25.6 (#420) (@dependabot[bot])
• chore(deps): bump JuliaRegistries/TagBot from 1.25.6 to 1.25.7 (#422) (@dependabot[bot])
• chore(deps): bump julia-actions/setup-julia from 2 to 3 (#423) (@dependabot[bot])
• docs: fix bib entry (#424) (@MartinuzziFrancesco)

Closed issues:

• Residual Echo State Networks (ResESNCell/ResESN) (#417)

v0.12.19

What's Changed

• chore: remove builkite badge from readme by @MartinuzziFrancesco in #410
• Add Wigner initialized symmetric random matrix. by @DanielBoigk in #413
• chore(deps): bump JuliaRegistries/TagBot from 1.24.6 to 1.24.7 by @dependabot[bot] in #415
• Add new initializer: hyper_init by @sm2909 in #411
• Add ResESNCell/ResESN with decoupled alpha/beta skip connections (#417) by @Saswatsusmoy in #419

New Contributors

• @DanielBoigk made their first contribution in #413

Full Changelog: v0.12.18...v0.12.19

v0.12.18

What's Changed

• chore(deps): bump JuliaRegistries/TagBot from 1.24.3 to 1.24.6 by @dependabot[bot] in #402
• Replace Buildkite CI with GitHub Actions self-hosted runners by @ChrisRackauckas-Claude in #403
• Support vector leak coefficients in ESNCell by @sm2909 in #406
• chore: up version by @MartinuzziFrancesco in #408

New Contributors

• @sm2909 made their first contribution in #406

Full Changelog: v0.12.17...v0.12.18