| Classifier | Linear Classifier specification constructor | 
| get_cost | Computes model cost | 
| get_error | Computes model misclassification rate | 
| get_grad | Computes model gradient | 
| get_prob | Computes model class conditional probabilities | 
| gpuClassifieR | gpuClassifieR: a GPU linear classifier for R | 
| mini_mnist | Subset of MNIST | 
| train | Gradient Descent trainer | 
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