Implementing Recurrent Neural Network from Scratch
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May 28, 2018 - Python
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rnn-language-model
Here are 26 public repositories matching this topic...
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
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Jul 23, 2019 - Python
Imageboard bot with recurrent neural network (RNN, GRU)
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Dec 17, 2019 - Python
Implementation of Music Generation in PyTorch
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Jun 27, 2019 - Jupyter Notebook
Char RNN Language Model based on Tensorflow
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May 25, 2016 - Python
BlackOut and Adaptive Softmax for language models by Chainer
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Oct 20, 2017 - Python
RNN-based language models in pytorch
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Nov 6, 2019 - Python
attempt at implementing "Memory Architectures in Recurrent Neural Network Language Models" as a part of the ICLR 2018 reproducibility challenge
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Dec 23, 2017 - Python
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Feb 19, 2018 - Python
The main task of the character-level language model is to predict the next character given all previous characters in a sequence of data, i.e. generates text character by character.
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Sep 5, 2020 - Jupyter Notebook
Neural machine translation based on Tensorflow
deep-learning
tensorflow
supervised-learning
tensorflow-experiments
neural-machine-translation
attention-mechanism
rnn-language-model
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Oct 4, 2020 - Python
Classifies the movie reviews as positive or negative using LSTM Networks
movie
pytorch
lstm
classification
rnn
imbd
lstm-neural-networks
pytorch-tutorial
rnn-pytorch
movie-review-classifier
rnn-language-model
lstm-sentiment-analysis
pytorch-implementation
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Jun 20, 2019 - Jupyter Notebook
Telugu OCR using RNN
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Jun 30, 2019 - Jupyter Notebook
Code and scripts for training, testing and sampling auto-regressive recurrent language models on PyTorch with RNN, GRU and LSTM layers
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Oct 22, 2020 - Python
Classifying whether a disaster tweet is real or not using LSTM and GloVe word embeddings
tensorflow
exploratory-data-analysis
glove
rnn-tensorflow
glove-embeddings
rnn-language-model
rnn-lstm
disaster-tweet
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Aug 23, 2020 - Jupyter Notebook
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Apr 1, 2020 - Python
RNN-LSTM model that classifies movie reviews
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May 1, 2020 - Jupyter Notebook
RNN language model implemented in chainer.
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Feb 9, 2019 - Python
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Sep 26, 2018 - Python
Projects from deeplearning.ai's course hosted on Coursera
python
nlp
natural-language-processing
deep-learning
keras
python3
deep-learning-algorithms
rnn
deeplearning
attention-mechanism
nlp-machine-learning
keras-neural-networks
rnn-model
rnn-encoder-decoder
attention-model
rnns
coursera-deep-learning
rnn-language-model
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Mar 21, 2018 - Jupyter Notebook
Time series regression models
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Aug 4, 2020 - Jupyter Notebook
In this kaggle competition I used TimeDistributed layer of keras to classify if questions asked on quora are same or duplicate.
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May 7, 2019 - Jupyter Notebook
s-atmech is an independent Open Source, Deep Learning python library which implements attention mechanism as a RNN(Recurrent Neural Network) Layer as Encoder-Decoder system. (only supports Bahdanau Attention right now).
deep-neural-networks
deep-learning
sentiment-analysis
text-classification
python-library
text-analysis
attention-mechanism
rnn-language-model
copy-mechanism
natural-language-processing-
text-summarization-
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Dec 30, 2019 - Python
Generate novel molecules using encoder-decoder networks
machine-learning
mxnet
chemistry
cheminformatics
recurrent-neural-networks
drug-discovery
encoder-decoder
fine-tuning
rnn-language-model
mxnet-gluon
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Oct 23, 2020 - Python
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