fix: pkg: CHANGELOG

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# Changelog # Changelog
## v1.8.5 (2017-12-01) ## v1.8.6 (2018-02-22)
### New Features
* Implement [Latent Variable Multiple Output Gaussian Processes (LVMOGP)](https://arxiv.org/abs/1705.09862) [Zhenwen Dai]
* Add mean function functionality to dtc inference method [Mark Pullin]
* Allow non-zero mean GP prior for EP [Pablo Moreno]
### Fix ### Fix
* Fix DSYR function interface (to support SciPy 1.0) [Pablo Moreno] * Gamma prior no assignment after init. [mzwiessele]
* Fix scipy=1.0.0 incompatibility of lyapunov [Alan Saul] * #568, product kernel resolution. [mzwiessele]
* #590. [Max Zwiessele]
Y_normalized was not used for running optimization
* Appveyor comment missing. [mzwiessele]
### Other
* Bump version: 1.8.5 → 1.8.6. [mzwiessele]
* Merge pull request #597 from marpulli/devel. [Max Zwiessele]
Allow calculation of full predictive covariance matrices with multipl…
* Allow calculation of full predictive covariance matrices with multiple outputs and normalization. [Mark Pullin]
* Merge pull request #600 from marpulli/plotting_fix. [Max Zwiessele]
Fix visible dimensions for plotting inducing points
* Fix visible dimensions for plotting inducing points. [Mark Pullin]
* Merge pull request #599 from marpulli/grads_efficiency. [Zhenwen Dai]
Make predictive_gradients more efficient
* Make predictive_gradients more efficient. [Mark Pullin]
* Merge pull request #587 from esiivola/feature-multioutput. [Zhenwen Dai]
Merge the implementation of Multioutput kernel
* Changed two function names so that they follow the python naming convention. [Siivola Eero]
* Merge remote-tracking branch 'origin' into feature-multioutput. [Eero Siivola]
* Merge pull request #592 from SheffieldML/sparsegp-normalization. [Zhenwen Dai]
fix: #590
* Merge pull request #589 from apaleyes/devel. [Zhenwen Dai]
Implemented utility function to compute covariance between points in GP Model
* Moved posterior_covariance to Posterior class. [Andrei Paleyes]
* Implemented utility function to compute covariance between points in GP Model. [Andrei Paleyes]
* Changed the structure of multioutput kernel so that it doesn't change the API of Kernels + documented the class. [Eero Siivola]
* Merge remote-tracking branch 'origin/devel' into feature-multioutput. [Eero Siivola]
* Merge pull request #585 from YoshikawaMasashi/devel. [Zhenwen Dai]
modify the MLP kernel equation
* Modify the MLP kernel equation. [masashi yoshikawa]
* Added multioutput kern and tests. [Eero Siivola]
* Multioutput kernel + initial test. [Siivola Eero]
* Multioutput kernel + initial test. [Siivola Eero]
* Change dtype for Python 3 in robot_wirelss. [Neil Lawrence]
* Bump the version: 1.8.4 -> 1.8.5. [Zhenwen Dai]
* Update changelog for 1.8.5. [Zhenwen Dai]
* Merge pull request #579 from SheffieldML/multi_out_doc. [Zhenwen Dai]
Improve the documentation for LVMOGP
* Add type into docstring. [Zhenwen Dai]
* Merge branch 'devel' of github.com:SheffieldML/GPy into multi_out_doc. [Zhenwen Dai]
* Remove non-ascii characters. [Zhenwen Dai]
* Improve the documentation for LVMOGP. [Zhenwen Dai]
* Merge pull request #580 from marpulli/devel. [Zhenwen Dai]
Small correction to doc
* Small correction to doc. [Mark Pullin]
* Merge pull request #578 from pgmoren/devel. [Zhenwen Dai]
Fix EP for non-zero mean GP priors (binary classification)
* Fix EP for non-zero mean GP priors. [Moreno]
* Merge pull request #572 from marpulli/devel. [Alan Saul]
Add mean function functionality to dtc inference method
* Add mean function functionality to dtc inference method. [Mark Pullin]
* Merge pull request #573 from pgmoren/devel. [Zhenwen Dai]
Fix DSYR function (See https://github.com/scipy/scipy/issues/8155)
* Fix DSYR function (See https://github.com/scipy/scipy/issues/8155) [Moreno]
* Merge pull request #574 from alansaul/lyapunov_fix. [Alan Saul]
Fixing scipy=1.0.0 incompatibility of lyapunov discovered in PR #573. Coverage issue should be resolved by PR #575.
* Updated sde_kern to work with scipy=1.0.0. [Alan Saul]
* Merge pull request #575 from SheffieldML/matplotlib_testing. [Alan Saul]
Fixing tests for Matplotlib plotting issue
* Removed ImageComparisonFailure #575. [Alan Saul]
ImageComparisonFailure no longer exists which causes issues with travis testing using the most recent matplotlib
* Figured it must be a matplotlib import error #575. [Alan Saul]
New import matplotlib must be missing a package
* Testing Again #575. [Alan Saul]
* Trying to fix tests for Matplotlib plotting issue. [Alan Saul]
* Merge pull request #526 from msbauer/mlp_extended. [Zhenwen Dai]
added extended version of MLP function
* Fix random seed for reproducible results in tests. [msbauer]
* Updated mapping test to pass gradient checks. [msbauer]
* Update mapping_tests.py. [msbauer]
Remove verbosity again after gradient checks passed without problem with verbosity
* Update mapping_tests.py. [msbauer]
Make output of gradient check verbose to diagnose error
* Added extended version of MLP function with multiple hidden layers and different activation functions. [Bauer]
* Merge pull request #562 from SheffieldML/external-mo. [Zhenwen Dai]
Release the implementation of LVMOGP
* Try to fix the issue with model_tests. [Zhenwen Dai]
* Merge with new changes from devel. [Zhenwen Dai]
* Merge pull request #561 from SheffieldML/deploy. [Max Zwiessele]
Deploy
* Merge pull request #560 from SheffieldML/devel. [Max Zwiessele]
appveyor twine upload error fix
* Merge branch 'deploy' into devel. [Max Zwiessele]
* Merge pull request #558 from SheffieldML/devel. [Max Zwiessele]
Uniform prior fix for other domains
* Merge pull request #559 from SheffieldML/PS-upload-error. [Max Zwiessele]
Update appveyor.yml
* The implementation of SVI-MOGP. [Zhenwen Dai]
* Fix tests for Matplotlib plotting issue [Alan Saul]
## v1.8.4 (2017-10-06) ## v1.8.4 (2017-10-06)