Deeplearning深度学习入门教程, 优秀文章, Deep Learning Tutorial
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TsaiTime series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
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D2 NetD2-Net: A Trainable CNN for Joint Description and Detection of Local Features
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Dl Colab NotebooksTry out deep learning models online on Google Colab
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Text nnText classification models. Used a submodule for other projects.
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Pratik Derin Ogrenme UygulamalariÇeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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TcdfTemporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
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NmtpytorchSequence-to-Sequence Framework in PyTorch
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Music recommenderMusic recommender using deep learning with Keras and TensorFlow
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Image CaptioningImage Captioning using InceptionV3 and beam search
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Qa RankitQA - Answer Selection (Rank candidate answers for a given question)
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Svhn CnnGoogle Street View House Number(SVHN) Dataset, and classifying them through CNN
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Cnn Interpretability🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease
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GtsrbConvolutional Neural Network for German Traffic Sign Recognition Benchmark
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PytorchPyTorch tutorials A to Z
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Cnn Re TfConvolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
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Fast PytorchPytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
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Pytorch classification利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
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Numpy neural network仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...
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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Keraspp코딩셰프의 3분 딥러닝, 케라스맛
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ServenetService Classification based on Service Description
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Gaze EstimationA deep learning based gaze estimation framework implemented with PyTorch
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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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Tensorflow TutorialSome interesting TensorFlow tutorials for beginners.
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Deeplearning Nlp ModelsA small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
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Embedded gcnnEmbedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow
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One Pixel Attack KerasKeras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
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Dgc NetA PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
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Convisualize nbVisualisations for Convolutional Neural Networks in Pytorch
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