D

in the class defination: class SVM: ... def _smo_objective(self, i, j): alpha, Y, K = self.alpha, self.Y, self.K return (alpha[i] * Y[i] * alpha * K[i:] * Y).sum() + (alpha[j]...

As I work through the .py files in Machine-Learning-Collection/tree/master/ML/Pytorch/Basics, I noticed that most of them, when creating the test_loader, the shuffle parameter is set to true. _train_loader = DataLoader(dataset=train_dataset, batch_size=batch_size,...

In 16_nlp_with_rnns_and_attentions.jpynb, when using manual masking in code block(44-45), ```python inputs = tf.keras.layers.Input(shape=[], dtype=tf.string) token_ids = text_vec_layer(inputs) mask = tf.math.not_equal(token_ids, 0) Z = tf.keras.layers.Embedding(vocab_size, embed_size)(token_ids) Z = tf.keras.layers.GRU(128, dropout=0.2)(Z, mask=mask)...