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rnn-language-model

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rnn-from-scratch

gy910210 /rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

neural-network tensorflow recurrent-networks rnn rnn-tensorflow rnn-language-model

UpdatedMay 28, 2018
Python

pbloem /language-models

Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).

keras vae language-models rnn-language-model bowman

UpdatedMay 22, 2021
Python

SudharshanShanmugasundaram /Music-Generation

Implementation of Music Generation in PyTorch

python midi pytorch lstm deeplearning music-generation rnn-language-model

UpdatedJun 27, 2019
Jupyter Notebook

kamigaito /rnnlm-pytorch

RNN-based language models in pytorch

pytorch rnn-language-model pytorch-nlp pytorch-implementation

UpdatedNov 6, 2019
Python

oupirum /sp2cp

Imageboard bot with recurrent neural network (RNN, GRU)

bot deep-learning neural-network keras rnn 2ch rnn-language-model

UpdatedSep 11, 2022
Python

gy910210 /char-rnnlm-tensorflow

Char RNN Language Model based on Tensorflow

tensorflow rnn recurrent-neural-network rnn-language-model

UpdatedMay 25, 2016
Python

soskek /efficient_softmax

BlackOut and Adaptive Softmax for language models by Chainer

chainer softmax blackout rnnlm rnn-language-model adaptive-softmax

UpdatedOct 20, 2017
Python

geekquad /TEXTGEN

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.

deep-learning python3 pytorch lstm-neural-networks rnn-pytorch rnn-language-model rnn-lstm

UpdatedJan 6, 2021
Jupyter Notebook

arianhosseini /MemArchs-in-RNNLM

attempt at implementing "Memory Architectures in Recurrent Neural Network Language Models" as a part of the ICLR 2018 reproducibility challenge

deep-learning language-modeling rnn-language-model stack-rnn self-attentive-rnn

UpdatedDec 23, 2017
Python

s-atmech

Samsomyajit /s-atmech

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. (Supports all Models both Luong and Bhanadau).

natural-language-processing python-library attention-mechanism rnn-language-model bread-and-code s-atmech

UpdatedOct 1, 2020
Python

timbmg /RNNLM

pytorch rnn-language-model

UpdatedFeb 19, 2018
Python

Surya-Prakash-Reddy /Movie-Review-Classification

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

UpdatedJun 20, 2019
Jupyter Notebook

saztorralba /RecurrentLM

Code and scripts for training, testing and sampling auto-regressive recurrent language models on PyTorch with RNN, GRU and LSTM layers

nlp pytorch lstm gru rnn rnn-language-model autoregressive-neural-networks

UpdatedFeb 25, 2021
Python

s-atmech

s-atmech /s-atmech

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-

UpdatedDec 30, 2019
Python

dsrub /DougNet

A lightweight, deep learning library written in pure Python

tutorial deep-learning cnn lstm deep-learning-algorithms rnn deep-learning-library mlp deep-learning-tutorial mlp-classifier cnn-classification rnn-language-model deep-learning-from-scratch

UpdatedSep 20, 2024
Python

ahlusar1989 /rnn-character-encoding

Character Encoding RNN

rnn-tensorflow rnn-model rnn-language-model

UpdatedJul 19, 2018
Python

Ankit01Mishra /Quora-Duplicate-Question-Pairs

In this kaggle competition I used TimeDistributed layer of keras to classify if questions asked on quora are same or duplicate.

kaggle-competition classification keras-tensorflow rnn-language-model

UpdatedMay 7, 2019
Jupyter Notebook

venkateshreddypala /OCR_RNN

Telugu OCR using RNN

tensorflow keras python3 rnn rnn-language-model

UpdatedJun 30, 2019
Jupyter Notebook

saahilk1511 /NLP-for-Historical-Text-Analysis

Harnessing NLP for Historical Text Analysis: A Case Study on the Indus Valley Civilization

nlp deep-learning text-summarization bag-of-words lstm-neural-networks rnn-language-model

UpdatedSep 23, 2024
Jupyter Notebook

naureen20 /Real-or-Not-NLP-with-Disaster-Tweets

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

UpdatedAug 23, 2020
Jupyter Notebook

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