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YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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sentometricsAn integrated framework in R for textual sentiment time series aggregation and prediction
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TLAA comprehensive tool for linguistic analysis of communities
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text-analysisWeaving analytical stories from text data
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NSP-BERTThe code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
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NewsMTSCTarget-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
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kwxBERT, LDA, and TFIDF based keyword extraction in Python
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restaurant-finder-featureReviewsBuild a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).
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neuralnets-semanticsWord semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch
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clustextEasy, fast clustering of texts
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Text Cnn嵌入Word2vec词向量的CNN中文文本分类
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Deep Atrous Cnn SentimentDeep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
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HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
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Onnxt5Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
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Text Classification DemosNeural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
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Keraspp코딩셰프의 3분 딥러닝, 케라스맛
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
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KashgariKashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
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Cnn VisualizationTensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation
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Vincent Ai ArtistStyle transfer using deep convolutional neural nets
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Paircnn RankingA tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
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BonnetalBonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
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JfasttextJava interface for fastText
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FastnlpfastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
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IseebetteriSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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Did MdnDensity-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)
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CadmiumNatural Language Processing (NLP) library for Crystal
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Marktool这是一款基于web的通用文本标注工具,支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注,同时也支持文本的迭代标注和实体的嵌套标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模,并设计了全新高效的标注方式,提升了用户体验和标注效率。此外,本工具增加了审核环节,可对多人的标注结果进行一致性检验和调整,提高了标注语料的准确率和可靠性。
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Alphazero gomokuAn implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
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QminerAnalytic platform for real-time large-scale streams containing structured and unstructured data.
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Dynamic routing between capsulesImplementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
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PixelcnnTheano reimplementation of pixelCNN architecture
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