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Cryptocurrencyprediction ⭐ 715

Predict Cryptocurrency Price with Deep Learning

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Genmusic_demo_list ⭐ 477

a list of demo websites for automatic music generation research

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Numpy_neural_network ⭐ 307

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 ...

Nlp Model ⭐ 184

Learning and practice

Sentence Classification ⭐ 180

Sentence Classifications with Neural Networks

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Chinese Sentiment Classification ⭐ 117

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Sentiment Analysis ⭐ 110

Keras_text_classification ⭐ 88

implement some fancy text classification models by using keras

Sentence_classification ⭐ 50

sentence classification using CNN/LSTM/GRU

Multi Stage Convstar Network ⭐ 47

[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies

Tweet Classify ⭐ 45

Tweet Classification using RNN and CNN

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Malware_detect2 ⭐ 38

Malware Classification using Machine learning

Dfcnn Master ⭐ 38

这是一个基于全卷积神经网络的语音识别系统

Train_cnn Rnn ⭐ 38

cnn+rnn: vgg(vgg16,vgg19)+rnn(LSTM, GRU), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU), inception_v4+rnn(LSTM, GRU), inception_resnet_v2+rnn(LSTM, GRU),.....

Deep_learning_recommender_system ⭐ 37

Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python

Rnn Notebooks ⭐ 33

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

Nilm Thresholding ⭐ 28

⚠️ This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

Urban Sound Classification Vs ⭐ 28

城市声音分类 Urban Sound Classification with TensorFlow Keras - MLP, RNN, CNN

Zeta Learn ⭐ 27

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

Cyber Hate detection And tracking on Social mEdia

Cnn_gru_ctc ⭐ 16

基于传统多标签的定长验证码识别和基于GRU+CTC的不定长验证码识别

Relation Classification ⭐ 16

Relation Classification - SEMEVAL 2010 task 8 dataset

Ecgclassifier ⭐ 15

CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)

Toxic Comment Classification ⭐ 15

Solution to run NN Keras models for Kaggle competition 'Toxic Comment Classification Challenge'

Deep Learning Models ⭐ 15

Implementing from scratch: NN, RNN, LSTM, GRU and CNN using theano.

Image Captioning With Beam Search ⭐ 14

Generating image captions using Xception Network and Beam Search in Keras

Gru Or Cnn ⭐ 14

Implement GRU or CNN in python/theano to learn the sentences representation for coherence, answer selecting or dialogue.

Deep Learning For Expression Recognition In Image Sequences ⭐ 14

The project uses state of the art deep learning on collected data for automatic analysis of emotions.

Im2latex ⭐ 14

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

Customer Feedback Analysis ⭐ 13

Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.

Text_classify_by_keras ⭐ 12

keras 搭建文本分类模型，textcnn/bi_gru/cnn+rnn_binglian/cnn+rnn_c

Deepconn ⭐ 12

Final Project for Deep Learning

Toxic_comments ⭐ 12

Toxic Comment Classification Challenge | Kaggle

CNN-RNN for human activity recognition

The Starting Of Nlp ⭐ 10

自然语言处理

Fdia Pdm ⭐ 10

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Speechrecognition ⭐ 10

Small-footprint Keyword Spotting

Medicalqa Cnn Bigru ⭐ 9

Deep_learning_onboarding ⭐ 8

List of resources for deep learning

Meddistant19 ⭐ 8

MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction (COLING 2022)

Time_series_rnn ⭐ 7

This repository contains the code to generate timeseries prediction with the RNN family

Snore Sound Classification By Deep Learning ⭐ 7

Deeptextclassifier ⭐ 6

Tag Suggestion ⭐ 6

Implement CNN-GRU hierarchical model in Python/Theano for text tag suggestion

Awesomedeeplearningguidance Timeseriesdata ⭐ 6

Application guidance of deep learning models(CNN, RNN, LSTNet and so on) on time series data

Irony And Sarcasm Detection In Arabic Tweets ⭐ 6

This repo represents model developed for Irony and sentiment detection in Arabic tweets in WANLP shared tasks on sarcasm and sentiment detection in Arabic tweets

Deep Learning Bci Iv 2a ⭐ 6

Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores

Arithmeticcontest ⭐ 6

百度四则混合运算识别深度学习应用大赛

SIGAI@UCF lectures/workshops, categorized by semester. (For spring 2018, will be archived soon.)

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