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GIT repositories, category: keras
pretrained word embeddings (by Keras)
This script loads pre-trained word embeddings (GloVe embeddings) into a frozen Keras Embedding layer, and uses it to train a text classification model on the 20 Newsgroup dataset
#nlp #text processing #kerasfastText on IMDB-dataset (by Keras)
This example demonstrates the use of fasttext for text classification
#nlp #text processing #kerassequence-to-sequence translation (by Keras)
Implementation a basic character-level sequence-to-sequence model. Applied to translating short English sentences into short French sentences, character-by-character.
#text processing #kerasLSTM-based network on bAbI-dataset (by Keras)
Recurrent neural networks for modeling Facebook’s bAbi dataset, “a mixture of 20 tasks for testing text understanding and reasoning”
#keras #machine learning modelling #neural networkbAbI mem-NN (by Keras)
End-to-End memory network on bAbI-dataset (reading comprehension Question-Answering).
#keras #machine learning modelling #neural network