attention-lstm

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

hjian42 / automatic-personality-prediction

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[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

Updated Dec 8, 2022
Python

netik1020 / Concise-iPython-Notebooks-for-Deep-learning

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Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

deep-neural-networks text-classification word-embeddings snapshot image-processing text-generation autoencoder image-classification deeplearning text-processing image-segmentation semantic-relationship-extraction keras-neural-networks u-net bi-lstm-crf intent-classification attention-lstm inception-architecture unet-keras

Updated Aug 9, 2019
Jupyter Notebook

345ishaan / im2latex

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Tensorflow Implementation of Im2Latex

nlp tensorflow attention-mechanism bidirectional-lstm attention-model image2latex im2latex attention-lstm webdemo im2markup

Updated Apr 1, 2017
CSS

ramtiin / Attention-Based-LSTM-Network-for-Predicting-Times-Series

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Forex price movement forecast

machine-learning deep-learning market forex lstm stock-price-prediction forcast attention-lstm bitcoin-price-prediction colab-notebook

Updated Sep 15, 2021
Jupyter Notebook

kaelzhang / DA-RNN-in-Tensorflow-2-and-PyTorch

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A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

deep-learning tensorflow pytorch rnn attention time-series-prediction attention-lstm tensorflow2

Updated May 2, 2024
Jupyter Notebook

sdnr1 / EBIM-NLI

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Enhanced BiLSTM Inference Model for Natural Language Inference

natural-language-processing lstm rnn attention natural-language-inference attention-lstm

Updated May 23, 2018
Jupyter Notebook

junyongyou / Attention-boosted-deep-networks-for-video-classification

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This is a implementation of integrating a simple but efficient attention block in CNN + bidirectional LSTM for video classification.

video-classification attention-lstm

Updated Jun 22, 2022
Python

mjDelta / attention-mechanism-keras

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attention mechanism in keras, like Dense and RNN...

attention-mechanism attention-model attention-lstm attention-visualization

Updated May 11, 2018
Python

nhattruongpham / mmser

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SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

text-embedding gpu-support speech-emotion-recognition attention-lstm audio-embedding vggish multimodal-emotion-recognition

Updated Jan 23, 2024
Jupyter Notebook

ApurbaSengupta / Text-Generation

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Generating text sequences using attention-based Bi-LSTM

Updated Jun 6, 2019
Python

ASH1998 / Deep-Representation-of-Visual-Descriptions

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Deep representation of visual and textual descriptions using StackGAN

gan adversarial-networks text-to-image text-synthesis attention-model attention-lstm attngan

Updated Sep 17, 2021
Jupyter Notebook

sblayush / Tensorflow-Attention

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This repository implementation of the Attention mechanism using Tensorflow using various examples.

deep-neural-networks tensorflow-experiments attention-mechanism attention-lstm

Updated Aug 5, 2018
Python

kyegomez / MGQA

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The open source implementation of the multi grouped query attention by the paper "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints"

artificial-intelligence attention attention-mechanism attention-is-all-you-need attention-mechanisms multimodal attention-lstm attentio gpt4 multiqueryattention