bahdanau-attention

Here are 23 public repositories matching this topic...

monk1337 / Various-Attention-mechanisms

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

keras pytorch attention attention-mechanism attention-model attention-mechanisms bahdanau-attention self-attention attention-lstm multi-head-attention hierarchical-attention sentence-attention luong-attention attention-network scaled-dot-product-attention

Updated Sep 23, 2021
Python

SpringerNLP / Chapter9

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Chapter 9: Attention and Memory Augmented Networks

tensorflow keras pytorch question-answering neural-machine-translation nmt attention-mechanism memory-networks recurrent-entity-networks differentiable-neural-computer dynamic-memory-network bahdanau-attention end-to-end-memory-networks

Updated Jul 23, 2019
Jupyter Notebook

galinator9000 / tf_encdec_seq2seq

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Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

natural-language-processing tensorflow encoder decoder chatbot lstm rnn seq2seq attention neural-machine-translation sequence-to-sequence seq2seq-chatbot encoder-decoder seq2seq-attn bahdanau-attention seq2seq-tensorflow

Updated Oct 1, 2018
Python

abhishek-niranjan / tensorflow2-rnn-tutorials

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Tensorflow 2.0 tutorials for RNN based architectures for textual problems

tutorials lstm gru rnn tensorflow-tutorials attention-mechanism tokenization bidirectional-rnn bidirectional-lstm bahdanau-attention tensorflow2 luong-attention pointer-generator-networks

Updated Sep 2, 2020
Jupyter Notebook

IEEE-NITK / Image_Captioning

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Image Captioning is the process of generating textual description of an image. It uses both Natural Language Processing and Computer Vision to generate the captions.

Updated Dec 9, 2022
Jupyter Notebook

anuvrat2407 / multilayer_bidirectional_chatbot

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A multi-layer bidirectional seq-2-seq chatbot with bahdanau attention.

deep-learning tensorflow chatbot keras seq2seq bidirectional-lstm bahdanau-attention multilayer-neural-network

Updated Aug 12, 2020
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wenhaofang / Seq2SeqAtn

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Seq2Seq model implemented with pytorch, using Bahdanau Attention and Luong Attention.

pytorch seq2seq bahdanau-attention luong-attention

Updated Feb 26, 2022
Python

pjain9696 / image_captions_generator

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Generate captions from images

deep-learning tensorflow recurrent-neural-networks lstm attention image-captioning beam-search inceptionv3 bleu-score bahdanau-attention caption-generation flickr8k-dataset

Updated Aug 11, 2021
Python

bulatkh / image_captioning

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Master Project on Image Captioning using Supervised Deep Learning Methods

tensorflow keras recurrent-neural-networks vgg image-captioning attention-mechanisms bahdanau-attention beam-search-decoder dot-product-attention encoder-decoder-framework

Updated Nov 22, 2022
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PatrickSVM / Seq2Seq-with-Attention

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Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.

machine-translation gru seq2seq encoder-decoder encoder-decoder-model bahdanau-attention attention-visualization teacher-forcing

Updated Jun 1, 2023
Jupyter Notebook

bushra-rafia / Bangla-Chatbot

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Bangla Conversational Chatbot using Bidirectional LSTM with Attention Mechanism

chatbot lstm attention-mechanism bidirectional-lstm encoder-decoder bahdanau-attention bangla-nlp bangla-chatbot-using-deep-learning bangla-chatbot

Updated Jan 6, 2024
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alhussein-jamil / Neural-Machine-Translation-Bahdanau

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Neural Machine Translation by Jointly Learning to Align and Translate paper implementation

machine-learning translation deep-learning attention-mechanism encoder-decoder bahdanau-attention

Updated Feb 10, 2024
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abhaskumarsinha / Seq2Seq-Bahdanau-Attention-based-Encoder-Decoder-Language-Translator

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A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.

nlp machine-learning tensorflow keras transformer seq2seq attention-mechanism bahdanau-attention

Updated Sep 14, 2022
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).

natural-language-processing text-classification python-library text-summarization text-processing attention-mechanism bahdanau-attention bread-and-code

Updated Feb 27, 2020
Python

CalvinMera / Image-Captioning-with-Deep-Learning

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Implemented an Encoder-Decoder model in TensorFlow, where ResNet-50 extracts features from the VizWiz-Captions image dataset and a GRU with Bahdanau attention generates captions.

natural-language-processing computer-vision deep-learning recurrent-neural-networks gru image-captioning convolutional-neural-networks resnet-50 bahdanau-attention

Updated Sep 8, 2021
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sanatren / SIMPLANG-q-LR

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This repository contains an implementation of a neural text simplification model that combines sequence-to-sequence learning with reinforcement learning and lexical-semantic loss. The model aims to simplify complex text while maintaining meaning and grammatical correctness.

reinforcement-learning q-learning transformer computational encoder-decoder-model bahdanau-attention sari