The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

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python text-mining tweets text-classification tensorflow tokenizer keras pytorch lstm classification lstm-model baseline text-processing pytorch-tutorial pytorch-nlp pytorch-implementation tonkens

Probabilistic-RNN-DA-Classifier

Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model

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python dialogue keras corpus recurrent-neural-networks embeddings lstm classification rnn lstm-model probabilistic dialogue-data utterances

recurrent-neural-net

A recurrent (LSTM) neural network in C

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c HTML python Makefile Meson CMake Dockerfile machine-learning deep-learning neural-network lstm-model lstm-neural-networks c-programming

1-9 of 9 lstm-model projects