Pytorch GatMy implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
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Chatbot cn基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
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Pytorch Original TransformerMy implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
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wink-sentimentAccurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉
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Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
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Reformer PytorchReformer, the efficient Transformer, in Pytorch
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Attention TransferImproving Convolutional Networks via Attention Transfer (ICLR 2017)
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TextclfTextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。
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DeepaffinityProtein-compound affinity prediction through unified RNN-CNN
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PynlpA pythonic wrapper for Stanford CoreNLP.
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Nlp TutorialA list of NLP(Natural Language Processing) tutorials
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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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Leader LineDraw a leader line in your web page.
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HatnHierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)
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Learning Social Media Analytics With RThis repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
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Enjoy Hamburger[ICLR 2021] Is Attention Better Than Matrix Decomposition?
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SenpyA sentiment and emotion analysis server in Python
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Text Analytics With PythonLearn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
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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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Overlappredator[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.
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Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
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