[release] 0.7.0 🎉 #92
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* Rework sequentia.preprocessing * Remove Test.ipynb
* Finish tests for HMM and HMMClassifier * Finish serialization documentation * Ensure no NaNs in tests * Ensure Nans in HMM.test_as_dict_with_nan * Ensure NaNs in HMM.test_as_dict_with_nan * Ensure NaNs in HMM.test_as_dict_with_nan * Remove HMM NaN serialization test
* Implement GMMHMMs * Fix strict left-right topology serialization for GMMHMM * Finish GMMHMM documentation * Finish GMMHMM documentation * Fix GMMHMM.as_dict method reference typo * Validate stored models before deserialization * Finish GMMHMM tests * Update README * Attempt to fix randomness in HMM and GMMHMM tests
* Implement custom HMM classification priors * Fix custom priors for MAP classification * Fix HMMClassifier specs * Move README image * Fix randomness in HMMClassifier tests
* Implement distance-weighted DTWKNN * Update README.md
* Rename DTWKNN to KNNClassifier * Fix HMM test_load_dict
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Major changes
pomegranateversion to v0.12.0. (#79)HMM,HMMClassifier: Serialized in JSON format.KNNClassifier: Serialized in HDF5 format.KNNClassifier.predict(). (#84)Note: This is the more traditional left-right HMM topology.
GMMHMMclass. (#87)DTWKNNtoKNNClassifer. (#91)Minor changes
Validator.func()for validating callables. (#90)