The following folders are mapped to the listed model. These are for reference purposes.
| folder name | Data science model |
|---|---|
| ann | Artificial Neural Networks |
| arima | AutoRegressive Integrated Moving Average |
| association_rules | Association Rules |
| cnn | Convolutional Neural Networks |
| decision_tree | Decision Trees |
| gbm | Gradient Boosting Machines |
| gmm | Gaussian Mixture Models |
| hmm | Hidden Markov Models |
| k_means | K-Means Clustering |
| knn | K-Nearest Neighbors |
| lasso | Least Absolute Shrinkage and Selection Operator |
| lda | Linear Discriminant Analysis |
| linear_regression | Linear Regression |
| logistic_regression | Logistic Regression |
| lstm | Long Short-Term Memory |
| mcmc | Markov Chain Monte Carlo |
| naive_bayes | Naive Bayes |
| pca | Principal Component Analysis |
| random_forest | Random Forest |
| rnn | Recurrent Neural Networks |
| svm | Support Vector Machines |
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