This 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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c library deep-learning neural-network opencl transformer lstm convolutional-layers deeplearning residual-layers residual-networks backpropagation optimization-algorithms softmax adam-optimizer avarage nesterov adam-algorithm dropout-layers

Baby-Action-Detection-for-Safety-System-Prototype

Prototype for Baby Action Detection and Classification

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python computer-vision deep-learning neural-network lstm safety-monitoring

Image to Article

图像自动标注

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Jupyter Notebook deep-learning neural-network lstm

Robust-Deep-Learning-Pipeline

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

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python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

Intelligent-Bangla-typing-assistant

Artificially intelligent typing assistant that suggest the next word using user typing history and full sentence using LSTM . Works with any environment (MS word, notepad, coding IDEs or anything)

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python lstm pyhook pyautogui typing-assistant

object-tracking

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

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python neural-network tensorflow detection keras lstm yolo faster-rcnn object-tracking darknet lstm-neural-networks rcnn single-object-tracking yolov2 multiple-object-tracking yolov3

myDL

Deep Learning

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python C++cnn dnn lstm gru rnn

Rus-SpeechRecognition-LSTM-CTC-VoxForge

Распознавание речи русского языка используя Tensorflow, обучаясь на базе Voxforge

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Jupyter Notebook end-to-end lstm speech-recognition keras-tensorflow ctc voxforge russian-speech-recognation

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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python sentiment-analysis tensorflow word2vec lstm multi-target

CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

LSTM-Wind-Speed-Forecasting

LSTM to predict wind speed

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python Jupyter Notebook deep-learning keras lstm forecasting windspeed

LSTM-GRU-from-scratch

LSTM, GRU cell implementation from scratch in tensorflow

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python shell deep-learning tensorflow lstm gru fashion-mnist gru-cell

Spectrum

Spectrum is an AI that uses machine learning to generate Rap song lyrics

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python HTML javascript CSS nlp flask machine-learning ai deep-learning neural-network tensorflow keras text-generation lstm languange-model tensorflow2

Patient2Vec

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

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python deep-learning personalization healthcare lstm ehr representation-learning attention-mechanism electronic-health-records deep-feature-extraction gated-recurrent-unit hospitalization

DSTC6-End-to-End-Conversation-Modeling

DSTC6: End-to-End Conversation Modeling Track

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python shell twitter neural-network chainer end-to-end modeling chatbot dialog conversation lstm opensubtitles customer-service twitter-data dstc dstc6

keras-deep-learning

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

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Jupyter Notebook deep-learning keras text-generation lstm gan attention-mechanism cnn-keras cifar10 aws-ami multilayer-perceptron-network video-classification english-translation tv-script-generation face-generation simpsons-dataset ucf11 news-headline-generation

lstm-math

Neural network that solves math equations on the character level

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Jupyter Notebook python machine-learning deep-learning tensorflow keras lstm seq2seq

ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

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python time-series lstm gru rnn spatio-temporal encoder-decoder convlstm convgru pytorch-implementation

ntua-slp-semeval2018

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

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python deep-learning sentiment-analysis lstm attention semeval attention-mechanism emotion-recognition affect-recognition irony-detection

automatic-personality-prediction

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

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python Jupyter Notebook deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

Reuters-21578-Classification

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

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Jupyter Notebook nlp theano text-classification tensorflow keras lstm nltk gensim-word2vec

Speech-Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

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python shell audio deep-learning tensorflow end-to-end cnn lstm speech-recognition rnn feature-vector data-processing phonemes timit-dataset layer-normalization rnn-encoder-decoder

traffic-prediction

Predict traffic flow with LSTM. For experimental purposes only, unsupported!

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python shell experimental lstm hyperopt traffic-prediction hyperas

fiction generator

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

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python nlp deep-learning tensorflow keras text-generation lstm seq2seq

iPerceive

OCR

Optical character recognition Using Deep Learning

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Jupyter Notebook shell python tensorflow cnn lstm tensorflow-experiments deeplearning optical-character-recognition lstm-neural-networks rcnn ctc-loss

Forecasting-Solar-Energy

Forecasting Solar Power: Analysis of using a LSTM Neural Network

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Jupyter Notebook data-science lstm forecasting machinelearning deeplearning solar-energy renewable-energy dataengineering neuralnetworks solarpower electricity-grid forecasting-solar-power

theano-recurrence

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

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python theano language-modeling lstm gru rnn bidirectional-rnn bidirectional-gru bidirectional-lstm

deep-trans

Transliterating English to Hindi using Recurrent Neural Networks

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python transliteration lstm sequence-to-sequence

Attention

Repository for Attention Algorithm

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Jupyter Notebook lstm soft-attention attention-model hard-attention

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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Jupyter Notebook random-forest svm word2vec cnn embeddings lstm tf-idf bow decision-tree bert sentimentanalysis tensorflow-hub

lstm-electric-load-forecast

Electric load forecast using Long-Short-Term-Memory (LSTM) recurrent neural network

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python deep-learning keras lstm rnn lstm-neural-networks time-series-prediction

sequence-rnn-py

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

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python theano keras recurrent-neural-networks lstm rnn

AdvancedDeepLearning

Advanced Deep Learning

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Jupyter Notebook python reinforcement-learning deep-learning tensorflow keras cnn lstm

Simple-Tensor

A simplification of Tensorflow Tensor Operations

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python computer-vision deep-learning tensorflow lstm object-detection inceptionv4 yolov3

dnn-lstm-word-segment

Chinese Word Segmention Base on the Deep Learning and LSTM Neural Network

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python shell Batchfile word2vec keras dnn lstm chinese-text-segmentation word-segmentation

LearningMetersPoems

Official 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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Jupyter Notebook python deep-learning dnn lstm gru natural-language-understanding arabic-poetry bi-lstm bi-gru english-poetry

voice zaloai

dentifying gender and regional accent from speech

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python voice lstm

SpeakerDiarization RNN CNN LSTM

Speaker 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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python audio tensorflow cnn recurrent-neural-networks lstm rnn mlp cnn-model speaker-diarization speaker-diarization-problem speakerdiarization-rnn separating-speakers

air writing

Online Hand Writing Recognition using BLSTM

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C#Classic ASP python ShaderLab GLSL HLSL nlp tensorflow vr lstm rnn deeplearning handwriting-recognition

deep-char-cnn-lstm

Deep Character CNN LSTM Encoder with Classification and Similarity Models

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python encoder keras cnn embeddings lstm semantic-similarity siamese

extkeras

Playground for implementing custom layers and other components compatible with keras, with the purpose to learn the framework better and perhaps in future offer some utils for others.

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python playground deep-learning keras lstm attention-mechanism add-ons mixture-density-networks phased-lstm

keras-malicious-url-detector

Malicious URL detector using keras recurrent networks and scikit-learn classifiers

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python recurrent-neural-networks lstm convolutional-neural-networks url-detector binary-classification malicious-url

novel writer

Train LSTM to writer novel (HongLouMeng here) in Pytorch.

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python deep-learning writer pytorch lstm rnn hongloumeng

301-360 of 450 lstm projects

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