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Latest Version
Avg Release Cycle
15 days
Latest Release
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Changelog History
Page 10
Changelog History
Page 10
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v0.2.5 Changes
- โ Add classes for Naive Bayes classifier.
- ๐ Fix decision function method on Logistic Regression class.
- ๐ Fix method visibility on RBF kernel approximation class.
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v0.2.4 Changes
- โ Add class for Factorization Machine classifier.
- โ Add classes for evaluation measures.
- ๐ Fix the method for prediction of class probability in Logistic Regression.
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v0.2.3 Changes
- โ Add class for cross validation.
- โ Add specs for base modules.
- ๐ Fix validation of the number of splits when a negative label is given.
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v0.2.2 Changes
- โ Add data splitter classes for K-fold cross validation.
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v0.2.1 Changes
- โ Add class for K-nearest neighbors classifier.
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v0.2.0 Changes
- Migrated the linear algebra library to Numo::NArray.
- โ Add module for loading and saving libsvm format file.
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v0.1.3 Changes
- โ Add class for Kernel Support Vector Machine with Pegasos algorithm.
- โ Add module for calculating pairwise kernel fuctions and euclidean distances.
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v0.1.2 Changes
- โ Add the function learning a model with bias term to the PegasosSVC and LogisticRegression classes.
- Rewrite the document with yard notation.
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v0.1.1 Changes
- โ Add class for Logistic Regression with SGD optimization.
- ๐ Fix some mistakes on the document.
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v0.1.0 Changes
- โ Add basic classes.
- โ Add an utility module.
- โ Add class for RBF kernel approximation.
- โ Add class for Support Vector Machine with Pegasos alogrithm.
- โ Add class that performs mutlclass classification with one-vs.-rest strategy.
- โ Add classes for preprocessing such as min-max scaling, standardization, and L2 normalization.