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theano-recurrenceRecurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
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extra-modelCode to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
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AttentionRepository for Attention Algorithm
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lstm-numpyVanilla LSTM with numpy
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LSTM-sentiment-analysisLSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem
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simple NERsimple rule based named entity recognition
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Patient2VecPatient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
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sequence-rnn-pySequence analyzing using Recurrent Neural Networks (RNN) based on Keras
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SentimentAnalysisSentiment Analysis: Deep Bi-LSTM+attention model
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tf-ran-cellRecurrent Additive Networks for Tensorflow
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Simple-TensorA simplification of Tensorflow Tensor Operations
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dnd-lstmA Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.
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keras-deep-learningVarious implementations and projects on CNN, RNN, LSTM, GAN, etc
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LearningMetersPoemsOfficial repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700
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lstm harLSTM based human activity recognition using smart phone sensor dataset
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SpeakerDiarization RNN CNN LSTMSpeaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).
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fiction generatorFiction generator with Tensorflow. 模仿王小波的风格的小说生成器
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ConvLSTM-PyTorchConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
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deep-char-cnn-lstmDeep Character CNN LSTM Encoder with Classification and Similarity Models
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object-trackingMultiple Object Tracking System in Keras + (Detection Network - YOLO)
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DeepjazzDeep learning driven jazz generation using Keras & Theano!
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datastories-semeval2017-task6Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
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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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Learning-Lab-C-LibraryThis library provides a set of basic functions for different type of deep learning (and other) algorithms in C.This deep learning library will be constantly updated
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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Qa matchA simple effective ToolKit for short text matching
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Speech-RecognitionEnd-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
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Rnn ctcRecurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
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MachineLearningImplementations of machine learning algorithm by Python 3
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weibo-summary微博自动摘要系统 Chinese Microblog Automatic Summary System
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fsauor2018基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析
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iPerceiveApplying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
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