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Text ClassificationImplementation of papers for text classification task on DBpedia
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stylenetA pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"
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Lstm FcnCodebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
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DeepzipNN based lossless compression
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Pytorch convlstmconvolutional lstm implementation in pytorch
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Caption generatorA modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
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Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
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Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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Image CaptioningImage Captioning using InceptionV3 and beam search
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Rnn Theano使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等
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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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NcrfppNCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
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LightnetEfficient, transparent deep learning in hundreds of lines of code.
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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CS231nMy solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
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SentimentAnalysis(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
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DeepsleepnetDeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
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Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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BasicocrBasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。
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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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Unet ZooA collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Qa RankitQA - Answer Selection (Rank candidate answers for a given question)
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AilearningAiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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Lstm Context EmbeddingsAugmenting word embeddings with their surrounding context using bidirectional RNN
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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Awesome Deep Learning ResourcesRough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
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SarcasmdetectionSarcasm detection on tweets using neural network
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Tensorflow TutorialSome interesting TensorFlow tutorials for beginners.
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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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EasyocrReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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VpilotScripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.
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RnnvisA visualization tool for understanding and debugging RNNs
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Lstm attentionattention-based LSTM/Dense implemented by Keras
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