# Changelog

All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.

### [0.1.1](https://github.com/cloudlesslabs/ml/compare/v0.1.0...v0.1.1) (2023-03-14)


### Bug Fixes

* Failed to bundle because some CommonJS cannot be automatically included in the bundle ([8fd30b1](https://github.com/cloudlesslabs/ml/commit/8fd30b134ee077496abd0f0aa236902bab8eb671))
* Sometimes the nonlinear regression returns no coeffs ([183dd7c](https://github.com/cloudlesslabs/ml/commit/183dd7c39aff44bff0f3d540e71738fda241d59b))

## [0.1.0](https://github.com/cloudlesslabs/ml/compare/v0.0.6...v0.1.0) (2023-03-08)


### Features

* Add support for signal processing ([63d97b4](https://github.com/cloudlesslabs/ml/commit/63d97b4b44fbfa02d31a497a6327075cfba03443))

### [0.0.6](https://github.com/cloudlesslabs/ml/compare/v0.0.5...v0.0.6) (2023-01-28)


### Features

* Expose the matrix APIs ([700a5af](https://github.com/cloudlesslabs/ml/commit/700a5afb118c32de3d76a4d556b37608a593e0d7))

### [0.0.5](https://github.com/cloudlesslabs/ml/compare/v0.0.4...v0.0.5) (2023-01-28)

### [0.0.4](https://github.com/cloudlesslabs/ml/compare/v0.0.3...v0.0.4) (2023-01-28)

### [0.0.3](https://github.com/cloudlesslabs/ml/compare/v0.0.2...v0.0.3) (2023-01-28)

### 0.0.2 (2023-01-28)


### Features

* Add support for adding a constraing on regression system, allowing them to be simplified ([cc3db94](https://github.com/cloudlesslabs/ml/commit/cc3db943b0b8315cc15ee0637294bfe5ca5cbd90))
* Add support for decreasing nonlinear systems using 1st derivatives constraints ([a06d244](https://github.com/cloudlesslabs/ml/commit/a06d2447c567da511cc1018ea64e5fafaa9ed9e9))
* Add support for decreasing the complexity of nonlinear equations to the point where the system can be fully regressed ([e74937e](https://github.com/cloudlesslabs/ml/commit/e74937e75196c976a04a25dc45a1dcc0d734aafe))
* Add support for mutliple points constraint in the gradient descent nonlinear regression ([15142a4](https://github.com/cloudlesslabs/ml/commit/15142a43ad15e4d1123758916549b35f338af6cd))
* Add support for nonlinear regression ([97695ed](https://github.com/cloudlesslabs/ml/commit/97695ed78d1eeda8714590d93677cefcb7c05c71))
* Add support for slope constraint on the exact non-linear regression ([158ef65](https://github.com/cloudlesslabs/ml/commit/158ef65346a244b503226efd733516ca11061656))
* Add support for slope constraints on gradient descent nonlinear regression ([9dc8851](https://github.com/cloudlesslabs/ml/commit/9dc8851df405e95e0fe1b317c5febe7b55f9fd0e))
* Add support gradient descent ([a6f28e2](https://github.com/cloudlesslabs/ml/commit/a6f28e213de2e0e9701272d83670d694af383349))
* Improve gradient descent ([08981df](https://github.com/cloudlesslabs/ml/commit/08981dfc2f418d6f21d855db48497e9b543e0073))