53 Open Source Attention Model Software Projects
Free and open source attention model code projects including engines, APIs, generators, and tools.
Generative_inpainting 2112 ⭐
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Attention Gated Networks 1080 ⭐
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Sockeye 972 ⭐
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Prakashpandey9 Text Classification Pytorch 618 ⭐
Text classification using deep learning models in Pytorch
Attentiongan 266 ⭐
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Attention_ocr.pytorch 253 ⭐
This repository implements the the encoder and decoder model with attention model for OCR
Attentionalpoolingaction 238 ⭐
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Pytorch Batch Attention Seq2seq 227 ⭐
PyTorch implementation of batched bi-RNN encoder and attention-decoder.
Snli Entailment 180 ⭐
attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
Generative Inpainting Pytorch 194 ⭐
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
Bamnet 122 ⭐
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Linear Attention Recurrent Neural Network 115 ⭐
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Deeptimeseries 114 ⭐
A Keras-based library for analysis of time series data using deep learning algorithms.
Image Caption Generator 100 ⭐
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Seq2seqsharp 78 ⭐
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
Pytorch Attention Guided Cyclegan 61 ⭐
Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.
Voice_chatbot 32 ⭐
Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.
Video Person Re Id Fantastic Techniques And Where To Find Them 31 ⭐
Official Pytorch Implementation of our paper: Video Person Re-ID : Fantastic Techniques and Where to Find Them
Audio Vision 29 ⭐
Implementation and reviews of Audio & Computer vision related papers in python using keras and tensorflow.
Sae Nad 32 ⭐
The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
Recognizing Textual Entailment 30 ⭐
A pyTorch implementation of models used for Recognizing Textual Entailment using the SNLI corpus
Pban Pytorch 29 ⭐
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Fake News Detection Liar Pytorch 16 ⭐
Fake News Detection by Learning Convolution Filters through Contextualized Attention
Hhh An Online Question Answering System For Medical Questions 17 ⭐
HBAM: Hierarchical Bi-directional Word Attention Model
Attention Based Siamese Text Cnn For Stance Detection 11 ⭐
Final project for NLP(DATA130006) in Fudan university.
Visual Question Answering Tensorflow 11 ⭐
Stacked attention network for answering open-ended questions about image
An Attentive Neural Model For Labeling Adverse Drug Reactions 10 ⭐
An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction