update version 0.8.0

Author: jhj0411jhj

CHANGELOG.md

@@ -1,3 +1,36 @@
+# v0.8.0 - Dec 18, 2022
+
+## Highlights
++ Add HTML visualization for the optimization process (#48).
+  + Provide basic charts for objectives and constraints.
+  + Provide advanced functions, including surrogate fitting analysis and hyperparameter importance analysis.
++ Update transfer learning (#54).
+  + API change: for transfer learning data, user should provide a `List[History]` as `transfer_learning_history`,
+    instead of a `OrderedDict[config, perf]` as `history_bo_data` (#54, 4641d7cf).
+  + Examples and docs are updated.
++ Refactor History object (0bce5800).
+  + Rename `HistoryContainer` to `History`.
+  + Simplify data structure and provide convenient APIs.
+  + Rewrite all methods, including data obtaining, plotting, saving/loading, etc.
+
+### Backwards Incompatible Changes
++ API change: `objs` are renamed to `objectives`. `num_objs` are renamed to `num_objectives` (ecd5928a).
++ Change objective value of failed trials from MAXINT to np.inf (da88bd24).
++ Drop support for Python 3.6 (end of life on Dec 23, 2021).
+
+### Other Changes
++ Add BlendSearch, LineBO and SafeOpt (experimental) (#40).
++ Add color logger. Provide fine-grained control of logging options (e.g., log level).
++ Rewrite python packaging of the project (#55).
++ Update Markdown parser in docs to myst-parser. recommonmark is deprecated.
++ Add pytest for examples.
++ Use GitHub Actions for CI/CD.
+
+### Bug Fixes
+* Fix error return type of generic advisor and update sampler (Thanks @yezoli) (#44).
+* Consider constraints in plot_convergence (#47).
+
+
 # v0.7.18 - Nov 14, 2022
 
 + Add ConditionedSpace to support complex conditions between hyperparameters (#37).

openbox/__init__.py

@@ -29,7 +29,7 @@
 from .utils.test_install import run_test
 
 
-__version__ = version = "0.7.18"
+__version__ = version = "0.8.0"
 
 
 __all__ = [