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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Lstm Context EmbeddingsAugmenting word embeddings with their surrounding context using bidirectional RNN
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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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DeepjazzDeep learning driven jazz generation using Keras & Theano!
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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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SincnetSincNet is a neural architecture for efficiently processing raw audio samples.
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Qa RankitQA - Answer Selection (Rank candidate answers for a given question)
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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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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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Ntm One Shot TfOne Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
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Anime4kA High-Quality Real Time Upscaler for Anime Video
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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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KrakenOCR engine for all the languages
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Handwriting GenerationImplementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
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Carrot🥕 Evolutionary Neural Networks in JavaScript
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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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Quickdraw Implementation of Quickdraw - an online game developed by Google
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Meme GeneratorMemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
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Convisualize nbVisualisations for Convolutional Neural Networks in Pytorch
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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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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TcdfTemporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
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stylenetA pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"
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Numpy MlMachine learning, in numpy
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Image CaptioningImage Captioning using InceptionV3 and beam search
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Cs291k🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models
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Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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CodesearchnetDatasets, tools, and benchmarks for representation learning of code.
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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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FlashtorchVisualization toolkit for neural networks in PyTorch! Demo -->
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Tensorflow TutorialSome interesting TensorFlow tutorials for beginners.
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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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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
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LightnetEfficient, transparent deep learning in hundreds of lines of code.
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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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DltkDeep Learning Toolkit for Medical Image Analysis
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