Machine Learning toolbox for Humans
Fixes:
Support of neural networks in common interface:
theanets
neurolab
pybrain
Now all the REP stuff is available for classifiers and regressors from these libraries:
grid_search
for hyper parameter optimizationNew lovely documentation, check it out!
Fixes in metaclassifiers connected with usage of expressions-as-features
Rewritten FeatureSplitter
Switched to sklearn 0.16
New method train_test_split_group
- splitting into train and test by the value of special column. Samples with same values are either both in train or both in test.
Update howto/notebooks with new open physical datasets