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v6.60.1

22b52f82 · Update Project.toml · Oct 12, 2021

## DiffEqSensitivity v6.60.1

[Diff since v6.60.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.60.0...v6.60.1)


**Closed issues:**
- Non-diagonal noise SDEs (#487)

**Merged pull requests:**
- Mutating non-diagonal noise SDE and `ForwardDiffSensitivity()` (#496) (@frankschae)

v6.60.0

92b9e704 · Update Project.toml · Oct 11, 2021

## DiffEqSensitivity v6.60.0

[Diff since v6.59.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.59.0...v6.60.0)



**Merged pull requests:**
- add heuristics to optimize and improve the SteadyStateAdjoint defaults (#497) (@ChrisRackauckas)
- fuse adjoint - with = (#498) (@ChrisRackauckas)
- Improve argument name build_param_jac_config (#499) (@ArnoStrouwen)
- Bump RandomNumbers (#500) (@ChrisRackauckas)

v6.59.0

cf6cebe2 · Update Project.toml · Oct 01, 2021

## DiffEqSensitivity v6.59.0

[Diff since v6.58.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.58.0...v6.59.0)


**Closed issues:**
- ReverseDiffAdjoint does not support non-Array types (#489)

**Merged pull requests:**
- add jac_prototype to `ODEFunction` for `BacksolveAdjoint` (#486) (@frankschae)
- NILSAS (#488) (@frankschae)
- Handle the NoTangents produced by Zygote v6.23 (#495) (@ChrisRackauckas)

v6.58.0

a6fff921 · Merge pull request #483 from SciML/ChrisRackauckas-patch-3 · Aug 26, 2021

## DiffEqSensitivity v6.58.0

[Diff since v6.57.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.57.0...v6.58.0)


**Closed issues:**
- Neural ODEs with callbacks cannot be trained with most sensitivity algorithms (#197)
- More general noise types for the reverse in SDE adjoints (#253)
- Support state-dependent continuous callbacks with adjoints (#374)
- ContinuousCallback + save_positions=(true,true) + slicing (#383)
- BacksolveAdjoint not working for my hybrid problem:  FakeIntegrator has no field opts (#407)
- original jac ForwardSensitivity (#472)

**Merged pull requests:**
- State-dependent Continuous Callbacks for BacksolveAdjoint (#445) (@frankschae)
- ForwardDiffSensitivity optimizations (#453) (@ChrisRackauckas)
- add fastbroadcast (#459) (@ChrisRackauckas)
- Add missing time update for uf (#469) (@ArnoStrouwen)
- Jacobian matrix products for ForwardSensitivity (#470) (@ArnoStrouwen)
- QuadratureAdjoint() for ContinuousCallback (#474) (@frankschae)
- More tests for Neural ODEs with callbacks for different sensitivity algorithms (#475) (@frankschae)
- Support for PeriodicCallbacks in continuous adjoint methods (#476) (@frankschae)
- Use analytic jacobian ForwardSensitivity (#477) (@ArnoStrouwen)
- [WIP] test adjoint sensitivity explicit t dependence (#478) (@ArnoStrouwen)
- paramjac testing ForwardSensitivity (#480) (@ArnoStrouwen)
- Improve checking for nothing (#481) (@ArnoStrouwen)
- specialize f in forward sensitivity (#482) (@ChrisRackauckas)
- Update Project.toml (#483) (@ChrisRackauckas)

v6.57.0

84339442 · Update Project.toml · Jul 31, 2021

## DiffEqSensitivity v6.57.0

[Diff since v6.56.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.56.0...v6.57.0)



**Merged pull requests:**
- fix reversediff scalarizing (#455) (@ChrisRackauckas)

v6.56.0

6c0645fd · Update Project.toml · Jul 27, 2021

## DiffEqSensitivity v6.56.0

[Diff since v6.55.3](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.55.3...v6.56.0)



**Merged pull requests:**
- Test Enzyme v0.7 (#449) (@ChrisRackauckas)
- No specializing prob.kwargs handling (#452) (@ChrisRackauckas)

v6.55.3

02333f0c · Update Project.toml · Jul 10, 2021

## DiffEqSensitivity v6.55.3

[Diff since v6.55.2](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.55.2...v6.55.3)



**Merged pull requests:**
- [WIP] concrete_solve for NILSS  (#442) (@frankschae)
- remove allocation in NILSS (#443) (@frankschae)
- Handle additional callback case (#444) (@frankschae)

v6.55.2

8f8753b9 · Update Project.toml · Jul 03, 2021

## DiffEqSensitivity v6.55.2

[Diff since v6.55.1](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.55.1...v6.55.2)



**Merged pull requests:**
- Add original_jac (#441) (@YingboMa)

v6.55.1

e584a4ab · Update Project.toml · Jul 03, 2021

## DiffEqSensitivity v6.55.1

[Diff since v6.55.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.55.0...v6.55.1)



**Merged pull requests:**
- Handle non-vector equations in EnzymeVJP (#439) (@ChrisRackauckas)

v6.55.0

4b1612c4 · Update Project.toml · Jul 02, 2021

## DiffEqSensitivity v6.55.0

[Diff since v6.54.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.54.0...v6.55.0)



**Merged pull requests:**
- Non-Intrusive Least Square Shadowing (NILSS) (#437) (@frankschae)

v6.54.0

1786e7e8 · Update Project.toml · Jun 26, 2021

## DiffEqSensitivity v6.54.0

[Diff since v6.53.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.53.0...v6.54.0)



**Merged pull requests:**
- Fix forward event times (#436) (@ChrisRackauckas)

v6.53.0

53e023fd · Require v1.6 for the Enzyme version · Jun 25, 2021

## DiffEqSensitivity v6.53.0

[Diff since v6.52.1](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.52.1...v6.53.0)

v6.52.1

fdf626d3 · remove enzyme for last v1.5 release · Jun 25, 2021

## DiffEqSensitivity v6.52.1

[Diff since v6.52.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.52.0...v6.52.1)

v6.52.0

2e1c833b · Update Project.toml · Jun 23, 2021

## DiffEqSensitivity v6.52.0

[Diff since v6.51.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.51.0...v6.52.0)



**Merged pull requests:**
- Fix specializations and reduce allocations (#430) (@ChrisRackauckas)
- Allow Enzyme in QuadratureAdjoint and try/catch test EZ for auto (#432) (@ChrisRackauckas)

v6.51.0

092a7ac6 · Update Project.toml · Jun 23, 2021

## DiffEqSensitivity v6.51.0

[Diff since v6.50.2](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.50.2...v6.51.0)


**Closed issues:**
- Proper chunk mode for `ODEForwardSensitivity` (#246)

**Merged pull requests:**
- Much more extensive default sensitivity choices (#426) (@ChrisRackauckas)
- Add EnzymeVJP (#427) (@ChrisRackauckas)
- CompatHelper: add new compat entry for "Enzyme" at version "0.6" (#431) (@github-actions[bot])

v6.50.2

a1309dbf · patch · Jun 22, 2021

## DiffEqSensitivity v6.50.2

[Diff since v6.50.1](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.50.1...v6.50.2)

v6.50.1

30f111c9 · Update Project.toml · Jun 22, 2021

## DiffEqSensitivity v6.50.1

[Diff since v6.50.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.50.0...v6.50.1)



**Merged pull requests:**
- remove tests of Tracker.gradient (#429) (@ChrisRackauckas)

v6.50.0

72fb0a77 · Update Project.toml · Jun 21, 2021

## DiffEqSensitivity v6.50.0

[Diff since v6.49.1](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.49.1...v6.50.0)



**Merged pull requests:**
- ForwardDiffSensitivity for u0 (#428) (@ChrisRackauckas)

v6.49.1

a8b03aca · Update Project.toml · Jun 20, 2021

## DiffEqSensitivity v6.49.1

[Diff since v6.49.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.49.0...v6.49.1)



**Merged pull requests:**
- Fix some no p differentiation cases for ReverseDiff (#425) (@ChrisRackauckas)

v6.49.0

b0cc6834 · Update Project.toml · Jun 16, 2021

## DiffEqSensitivity v6.49.0

[Diff since v6.48.0](https://github.com/SciML/DiffEqSensitivity.jl/compare/v6.48.0...v6.49.0)



**Merged pull requests:**
- Adjoint-mode for the LSS method (#422) (@frankschae)
- Concrete_solve dispatch for LSS methods (#423) (@frankschae)
- Always adapt outputs to out format? (#424) (@ChrisRackauckas)