Machine Learning framework
Project description
Alchina /al.ki.na/
Alchina is a Machine Learning framework.
Capabilities
Regressors
- Linear regressor
- Ridge regressor
Classifiers
- Linear classifier
- Ridge classifier
Clusters
- K-Means clustering
Optimizers
- Gradient descent
- Stochastic gradient descent
- Mini-batch gradient descent
Preprocessors
- Min-max normalization
- Standardization
- PCA
Metrics
- R2 score
- Confusion matrix
- Accuracy score
- Precision score
- Recall score
- F-Beta score
- F-1 score
Model selection
- Split dataset
Download files
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Source Distribution
alchina-0.2.0.tar.gz
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