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6 | 6 | Changelog |
7 | 7 | ========= |
8 | 8 |
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9 | | -0.10.0 |
| 9 | +0.10.1 |
10 | 10 | ~~~~~~ |
| 11 | +* ADD #175: Automatically adds the docstring of scikit-learn objects to flow and its parameters. |
| 12 | +* ADD #737: New evaluation listing call that includes the hyperparameter settings. |
| 13 | +* ADD #744: It is now possible to only issue a warning and not raise an exception if the package |
| 14 | + versions for a flow are not met when deserializing it. |
| 15 | +* ADD #783: The URL to download the predictions for a run is now stored in the run object. |
| 16 | +* ADD #790: Adds the uploader name and id as new filtering options for ``list_evaluations``. |
| 17 | +* ADD #792: New convenience function ``openml.flow.get_flow_id``. |
| 18 | +* DOC #778: Introduces instructions on how to publish an extension to support other libraries |
| 19 | + than scikit-learn. |
| 20 | +* DOC #785: The examples section is completely restructured into simple simple examples, advanced |
| 21 | + examples and examples showcasing the use of OpenML-Python to reproduce papers which were done |
| 22 | + with OpenML-Python. |
| 23 | +* DOC #788: New example on manually iterating through the split of a task. |
| 24 | +* DOC #789: Improve the usage of dataframes in the examples. |
| 25 | +* DOC #791: New example for the paper *Efficient and Robust Automated Machine Learning* by Feurer |
| 26 | + et al. (2015). |
| 27 | +* DOC #803: New example for the paper *Don’t Rule Out Simple Models Prematurely: |
| 28 | + A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML* by Benjamin |
| 29 | + Strang et al. (2018). |
| 30 | +* DOC #808: New example demonstrating basic use cases of a dataset. |
| 31 | +* DOC #810: New example demonstrating the use of benchmarking studies and suites. |
| 32 | +* DOC #832: New example for the paper *Scalable Hyperparameter Transfer Learning* by |
| 33 | + Valerio Perrone et al. (2019) |
| 34 | +* DOC #834: New example showing how to plot the loss surface for a support vector machine. |
| 35 | +* FIX #305: Do not require the external version in the flow XML when loading an object. |
| 36 | +* FIX #734: Better handling of *"old"* flows. |
| 37 | +* FIX #758: Fixes an error which made the client API crash when loading a sparse data with |
| 38 | + categorical variables. |
| 39 | +* FIX #779: Do not fail on corrupt pickle |
| 40 | +* FIX #782: Assign the study id to the correct class attribute. |
| 41 | +* FIX #819: Automatically convert column names to type string when uploading a dataset. |
| 42 | +* FIX #820: Make ``__repr__`` work for datasets which do not have an id. |
| 43 | +* MAINT #796: Rename an argument to make the function ``list_evaluations`` more consistent. |
| 44 | +* MAINT #811: Print the full error message given by the server. |
| 45 | +* MAINT #828: Create base class for OpenML entity classes. |
| 46 | +* MAINT #829: Reduce the number of data conversion warnings. |
| 47 | +* MAINT #831: Warn if there's an empty flow description when publishing a flow. |
| 48 | +* MAINT #837: Also print the flow XML if a flow fails to validate. |
11 | 49 | * FIX #838: Fix list_evaluations_setups to work when evaluations are not a 100 multiple. |
| 50 | +* FIX #847: Fixes an issue where the client API would crash when trying to download a dataset |
| 51 | + when there are no qualities available on the server. |
| 52 | +* MAINT #849: Move logic of most different ``publish`` functions into the base class. |
| 53 | +* MAINt #850: Remove outdated test code. |
| 54 | + |
| 55 | +0.10.0 |
| 56 | +~~~~~~ |
| 57 | + |
12 | 58 | * ADD #737: Add list_evaluations_setups to return hyperparameters along with list of evaluations. |
13 | 59 | * FIX #261: Test server is cleared of all files uploaded during unit testing. |
14 | 60 | * FIX #447: All files created by unit tests no longer persist in local. |
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