M-loop

Latest version: v3.3.4

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3.3.4

What's Changed
* Fix `GaussianProcessVisualizer` parameter scaling by zakv in https://github.com/michaelhush/M-LOOP/pull/167
* Record `best_in_extras` in controller archive by zakv in https://github.com/michaelhush/M-LOOP/pull/168
* Zero-index run numbers by zakv in https://github.com/michaelhush/M-LOOP/pull/169


**Full Changelog**: https://github.com/michaelhush/M-LOOP/compare/v3.3.3...v3.3.4

3.3.3

What's Changed
* Install tensorflow-macos for mac instead of tensorflow by atom-andrew in https://github.com/michaelhush/M-LOOP/pull/163

New Contributors
* atom-andrew made their first contribution in https://github.com/michaelhush/M-LOOP/pull/163

**Full Changelog**: https://github.com/michaelhush/M-LOOP/compare/v3.3.2...v3.3.3

3.3.2

What's Changed
* Mention stashing changes in release instructions by zakv in https://github.com/michaelhush/M-LOOP/pull/154
* Fix some formatting in `RELEASE_INSTRUCTIONS.rst`. by zakv in https://github.com/michaelhush/M-LOOP/pull/155
* Remove `*args` from `ParameterScaler.__init__()` by zakv in https://github.com/michaelhush/M-LOOP/pull/160
* Replace deprecated `np.float` by zakv in https://github.com/michaelhush/M-LOOP/pull/158


**Full Changelog**: https://github.com/michaelhush/M-LOOP/compare/v3.3.1...v3.3.2

3.3.1

What's Changed
* Add a changelog page to the documentation by zakv in https://github.com/michaelhush/M-LOOP/pull/148
* Add a `max_duration` halting option to `Controller` by zakv in https://github.com/michaelhush/M-LOOP/pull/149
* Clip values outside, but close to, boundaries by zakv in https://github.com/michaelhush/M-LOOP/pull/150
* Add the phrase "Bayesian optimization" to the main page of the docs by zakv in https://github.com/michaelhush/M-LOOP/pull/152


**Full Changelog**: https://github.com/michaelhush/M-LOOP/compare/v3.3.0...v3.3.1

3.3.0

What's Changed
* Neural Net plot individual cross sections option by zakv in https://github.com/michaelhush/M-LOOP/pull/104
* Avoid creating M-LOOP_archives directory when creating visualizers by zakv in https://github.com/michaelhush/M-LOOP/pull/106
* Deprecate controller_type argument of some visualization functions by zakv in https://github.com/michaelhush/M-LOOP/pull/110
* Update landscape_vis.py by zakv in https://github.com/michaelhush/M-LOOP/pull/109
* Removed uses of previously-removed gp_training_override_kwargs option by zakv in https://github.com/michaelhush/M-LOOP/pull/117
* Update installation and testing instructions by zakv in https://github.com/michaelhush/M-LOOP/pull/114
* Fix ShellInterface bug when param_names is None by zakv in https://github.com/michaelhush/M-LOOP/pull/115
* Stop globally disabling TF eager execution by charmasaur in https://github.com/michaelhush/M-LOOP/pull/118
* Make M-LOOP compatible with scikit-learn 1.0. by zakv in https://github.com/michaelhush/M-LOOP/pull/121
* Reduce level for some log messages in `neuralnet.py` by zakv in https://github.com/michaelhush/M-LOOP/pull/123
* Fix machine learner visualization cross sections range bug by zakv in https://github.com/michaelhush/M-LOOP/pull/124
* Datetime fixes by zakv in https://github.com/michaelhush/M-LOOP/pull/127
* Parameter scaling by matth2peters in https://github.com/michaelhush/M-LOOP/pull/125
* Fixed a matplotlib deprecation warning in `NeuralNetVisualizer.plot_density_surface()` by zakv in https://github.com/michaelhush/M-LOOP/pull/128
* Fix a small bug with `noise_level` when using a training archive by zakv in https://github.com/michaelhush/M-LOOP/pull/129
* Removed an unnecessary `if` condition in `GaussianProcessVisualizer.return_cross_sections()` by zakv in https://github.com/michaelhush/M-LOOP/pull/130
* Pass on `Interface.get_next_cost_dict()` errors by zakv in https://github.com/michaelhush/M-LOOP/pull/131
* Update the docsting for `Controller`. by zakv in https://github.com/michaelhush/M-LOOP/pull/132
* Simplify training archive arguments by zakv in https://github.com/michaelhush/M-LOOP/pull/134
* Add `num_training_runs` to the docs by zakv in https://github.com/michaelhush/M-LOOP/pull/135
* Only log "Showing visualizations..." when calling `plt.show()` by zakv in https://github.com/michaelhush/M-LOOP/pull/136
* Correct some cost scaling for the neural net by zakv in https://github.com/michaelhush/M-LOOP/pull/137
* Correct scaling of the trust region limits for visualizations by zakv in https://github.com/michaelhush/M-LOOP/pull/138
* Have M-LOOP create its own numpy random number generator by zakv in https://github.com/michaelhush/M-LOOP/pull/139
* Fix `show_all_default_visualizations()` for random and Nelder-Mead learners. by zakv in https://github.com/michaelhush/M-LOOP/pull/140
* Safer parameter boundary enforcement by zakv in https://github.com/michaelhush/M-LOOP/pull/141
* Update install instructions by zakv in https://github.com/michaelhush/M-LOOP/pull/142
* Controllers now always save an `out_type` value during each iteration. by zakv in https://github.com/michaelhush/M-LOOP/pull/143
* Have `ControllerVisualizer.plot_cost_vs_run()` support third party controllers by zakv in https://github.com/michaelhush/M-LOOP/pull/144
* Simplify the color generation for cost vs run plots. by zakv in https://github.com/michaelhush/M-LOOP/pull/145
* Bumped version number to 3.3.0. by zakv in https://github.com/michaelhush/M-LOOP/pull/146

New Contributors
* matth2peters made their first contribution in https://github.com/michaelhush/M-LOOP/pull/125

**Full Changelog**: https://github.com/michaelhush/M-LOOP/compare/3.2.1...v3.3.0

3.2.1

- Fix setup.py

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