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Linear Attention Recurrent Neural NetworkA 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)
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Text recognition toolboxtext_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
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Abstractive SummarizationImplementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
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Stanetofficial implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
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Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
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Document Classifier LstmA bidirectional LSTM with attention for multiclass/multilabel text classification.
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Midi RnnGenerate monophonic melodies with machine learning using a basic LSTM RNN
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See RnnRNN and general weights, gradients, & activations visualization in Keras & TensorFlow
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GeomanTensorflow Implement of GeoMAN, IJCAI-18
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Seq2seq chatbot new基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs
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Ylg[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
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Chinese Chatbot中文聊天机器人,基于10万组对白训练而成,采用注意力机制,对一般问题都会生成一个有意义的答复。已上传模型,可直接运行,跑不起来直播吃键盘。
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Reformer PytorchReformer, the efficient Transformer, in Pytorch
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Pytorch Image Comp RnnPyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks
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Text predictorChar-level RNN LSTM text generator📄.
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Pytorch Pos TaggingA tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
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QrnQuery-Reduction Networks (QRN)
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EqtransformerEQTransformer, a python package for earthquake signal detection and phase picking using AI.
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AdnetAttention-guided CNN for image denoising(Neural Networks,2020)
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PygatPytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
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Overlappredator[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.
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Skip Thoughts.torchPorting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
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Lstms.pthPyTorch implementations of LSTM Variants (Dropout + Layer Norm)
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Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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Attribute Aware Attention[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
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Absa kerasKeras Implementation of Aspect based Sentiment Analysis
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Indrnn Pytorchpytorch implementation of Independently Recurrent Neural Networks https://arxiv.org/abs/1803.04831
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CodesearchnetDatasets, tools, and benchmarks for representation learning of code.
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CaptcharecognitionEnd-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别
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Prediction FlowDeep-Learning based CTR models implemented by PyTorch
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Dhf1kRevisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)
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Kac NetImplementation of Knowledge Aided Consistency for Weakly Supervised Phrase Grounding in Tensorflow
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ArnetCVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
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DrlnDensely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI), 2020
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EasyesnPython library for Reservoir Computing using Echo State Networks
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Word Rnn TensorflowMulti-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
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Rnn recsysOur implementation of the paper "Embedding-based News Recommendation for Millions of Users"
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Yolov3 Point从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)
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Rnn Handwriting GenerationHandwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
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RnnoiseRecurrent neural network for audio noise reduction
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