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Releases: Xiangyan93/mgktools

v2.1.1

24 May 01:49
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Support in code data augmentation for multiple smiles input.
Support use stored hyperparameters for RBF and DotProduct kernel.
Support color visualization for iterpretable MGK.
Add typed-argument-parser and ipython into the required packages.
Update notebook files.

v2.0.1

27 Mar 04:21
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Bugfix for --features_hyperparameters_file.
Bugfix for running job on a machine without GPU.
Add feature: Support PreComputed_PureGraph_FeaturesAddMol.

v2.0.0

24 Mar 01:06
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Reconstruct the code for kernel and kernel config.
Support Optuna for hyperparameter optimization.

v1.2.0

15 Mar 15:54
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Add executable commands for easy usage.
Support hyperparameter optimization using multiple datasets.

v1.1.1

07 Mar 19:22
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Bugfix: the predicted uncertainty is not outputed for external test set.

v1.1.0

14 Dec 23:00
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Add 3 metrics for regression tasks: Spearman's r, Pearson's r, and Kendall's tau.

v1.0.0

13 Dec 23:19
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Change the dataset.y to be 2-dimensional numpy array for single-target data set.

v0.2.1

09 Dec 02:29
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bugfix for circular fingerprints.

v0.2.0

08 Dec 01:10
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add circular fingerprints.

v0.1.1

02 Dec 03:44
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Update to 0.1.1:

bugfix for mixture concentration.