Gpax

What's Changed
* fix __init__.py by utkarshp1161 in https://github.com/ziatdinovmax/gpax/pull/84
* Streamline usage of BNNs in DKL by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/89
* Add a standalone BNN by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/91
* Fix predictions with structured probabilistic model by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/93
* Move 'priors' out of 'utils' and turn them into a separate module by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/94

New Contributors
* utkarshp1161 made their first contribution in https://github.com/ziatdinovmax/gpax/pull/84

**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.7...0.1.8

What's Changed
* Add inducing inputs-based sparse GP by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/81
* Update viGP example


**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.6...0.1.7

What's Changed
* Make usage of BNN in DKL optional by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/78
* Update/improve documentation by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/79
* Add cBO (1D Problem) by arpanbiswas52 in https://github.com/ziatdinovmax/gpax/pull/76

New Contributors
* arpanbiswas52 made their first contribution in https://github.com/ziatdinovmax/gpax/pull/76

**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.5...0.1.6

What's Changed
* Add a notebook with an example of MeasuredNoiseGP by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/71
* Extend UIGP to multiple uncertain input parameters (with different input variances) by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/74


**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.4...0.1.5

What's Changed
* UIGP by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/66
Extends the standard Gaussian Process model to handle uncertain (stochastic) inputs.
* MeasuredNoiseGP by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/69
Extends the standard GP model by allowing the inclusion of measured noise variances. Unlike standard GP models where noise is typically inferred, this model uses noise values obtained from repeated measurements at the same input points.


**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.2...0.1.4

What's Changed
* Continuous acquisition function optimization by ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/65
* Add notebook comparing the results of ExactGP and viGP by matthewcarbone in https://github.com/ziatdinovmax/gpax/pull/50
* Notebook rework for smoke tests by matthewcarbone in https://github.com/ziatdinovmax/gpax/pull/60

**Full Changelog**: https://github.com/ziatdinovmax/gpax/compare/0.1.1...0.1.2