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Han Text Classification ⭐ 15

Image Captioning With Beam Search ⭐ 14

Generating image captions using Xception Network and Beam Search in Keras

Im2latex ⭐ 14

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

Past And Future Nmt ⭐ 14

Implementation of "Modeling Past and Future for Neural Machine Translation"

Stackable Recurrent Network ⭐ 14

[PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained

Gru_android ⭐ 14

An RNN (GRU) TensorFlow Android App for word prediction.

https://arxiv.org/abs/2010.14660

Neuralcodetranslator ⭐ 14

Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations

Master's thesis, Uni Passau

Gru Or Cnn ⭐ 14

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

Language Translation With Deep Learning ⭐ 14

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.

[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations

Bitcoin Rnn ⭐ 14

rnn/lstm to generate private keys from public keys of known high value

Neural Machine Translation with RNN/ConvS2S/Transoformer

Pytorch Learning ⭐ 13

Pytorch Framework learning for deeplearning

Predicting Clinical Events Via Recurrent Neural Networks ⭐ 13

hacking on the stanford natural language inference (SNLI) corpus (in theano)

Deep Nmt Architectures ⭐ 13

Training scripts for paper Miceli Barone et al. 2017 "Deep Architectures for Neural Machine Translation"

Customer Feedback Analysis ⭐ 13

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

Sentiment Analysis Torchtext ⭐ 13

Seniment Analysis in Torchtext

Text_classify_by_keras ⭐ 12

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

Toxic_comments ⭐ 12

Toxic Comment Classification Challenge | Kaggle

Pytorchsr ⭐ 12

Pytorch based phoneme recognition (TIMIT phoneme classification)

Neural Model Translation ⭐ 12

A Chinese to English Neural Model Translation Project

Question Answering System Deep Learning ⭐ 12

Deepconn ⭐ 12

Final Project for Deep Learning

Syntax Aware Neural Srl ⭐ 12

Interactive Keras Captioning ⭐ 12

Interactive multimedia captioning with Keras

Naver Ai Hackathon 2018 ⭐ 12

Coref Gru ⭐ 12

Model for processing text sequences with coreference annotations

Deltarnn ⭐ 12

Latest PyTorch Implementation of DeltaGRU & DeltaLSTM that Exploits Temporal Sparsity in Sequential Data

Repository for RNNs using TensorFlow and Keras - LSTM and GRU Implementation from Scratch - Simple Classification and Regression Problem using RNNs

Drovorub Hunt ⭐ 12

A tool to assist with network-based hunting for GRU's Drovorub malware c2

Load testing with lightweight processes (a.k.a minions)

CNN-RNN for human activity recognition

Subjectivity_classifier ⭐ 11

Detects if a sentence is in a subjective or objective form

Bi Gru Crf Ner ⭐ 11

Attempted implementation of a Bi-directional GRU followed by a linear-chain-CRF (from scratch) for Named Entity Recognition.

Arabic Ner ⭐ 11

Text_classification ⭐ 11

总结一些工作学习中的文本分类算法

Speech_signal_processing ⭐ 11

Fdia Pdm ⭐ 10

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

Text_classification_pytorch ⭐ 10

deep neural models for text classification implemented in pytorch

Video Captioning ⭐ 10

Singing_voice_separation Pytorch ⭐ 10

Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data

Igarss2019 Dl4sits ⭐ 10

Machine learning for satellite image time series

Stock Prediction Rnn ⭐ 10

Stock Price prediction for Yahoo Inc. using GRU (Gated Recurrant Units) in Keras. Predicting closing price for Yahoo stocks

The Starting Of Nlp ⭐ 10

自然语言处理

Lstm Gru ⭐ 10

LSTM GRU with exact backpropagation derivation and implementation

Speechrecognition ⭐ 10

Small-footprint Keyword Spotting

Sharpnet ⭐ 10

Open-source Deep Learning library in C# with CUDA and BLAS support

Tensorflow Keras Multidimensional Rnn ⭐ 10

Multidimensional RNN in Keras Tensorflow

Rnn Lyapunov Spectrum ⭐ 9

A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

Pytorch Rnn Tutorial ⭐ 9

PyTorch tutorial for using RNN and Encoder-Decoder RNN for time series forecasting

Haplophysh ⭐ 9

🎣 Using deep learning (word level and character level embeddings combined with GRU layers) to detect Phishing using the URL

Ecg Anomaly Detection Using Deep Learning ⭐ 9

Ensemble RNN based neural network for ECG anomaly detection

Easy Anomaly Detection With Keras ⭐ 9

Lets do anomaly detection with keras!

Dlg Segmenter ⭐ 9

Recurrent Neural Networks for Speaker and Turn Taking Classification

Medicalqa Cnn Bigru ⭐ 9

Minimal numpy implementation of a RNN using GRUs

Stock Price Prediction Using Gan ⭐ 9

In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that is capable of learning order dependence in sequence prediction problems. Furthermore, we will utilize Generative Adversarial Network(GAN) to make the prediction. LSTM will be used as a generator, and CNN as a discriminator. In addition, Natural Language Processing(NLP) will also be used in this proj

Extracting Fsm From Rnns ⭐ 9

Black-box extraction of Finite-State Machines from RNNs.

Deep_learning_course ⭐ 9

Notebooks pour le cours Deep Learning de zéro à la certification Tensorflow

Attention Gru 3m ⭐ 9

Rnn Tutorial ⭐ 9

Signal Processing with Recurrent Neural Networks in TensorFlow

A neural network library for natural language processing written in pure Clojure

Respiratory Diseases Recognition Through Respiratory Sound With The Help Of Deep Neural Network ⭐ 8

Prediction of respiratory diseases such as COPD(Chronic obstructive pulmonary disease), URTI(upper respiratory tract infection), Bronchiectasis, Pneumonia, Bronchiolitis with the help of deep neural networks or deep learning. We have constructed a deep neural network model that takes in respiratory sound as input and classifies the condition of its respiratory system. It not only classifies among the above-mentioned disease but also classifies if a person’s respiratory system is healthy or not w

Meddistant19 ⭐ 8

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

Udacity Deep_learning ⭐ 8

Jupyter notebooks (with answers) used during the Deep Learning MOOC

Keras Temporal Pooling ⭐ 8

Implementation of temporal pooling using keras

Gru: automatic management of Docker containers

Deep_learning_onboarding ⭐ 8

List of resources for deep learning

Second-order differentiable PyTorch GRUs in JIT with TorchScript

testing MLP, DQN, PPO, policy-gradient , LSTM + DQN by snake

Sentiment Analysis Imdb Movie Review ⭐ 8

Recurrent Neural Network to classify the sentiments of the IMDb Movie Review.

Energy_consumption_prediction ⭐ 8

Energy consumption prediction using LSTM/GRU networks in PyTorch

PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition

Musicgenerator ⭐ 8

Deep Learning music generator, using Embedding =>Bidirectional GRU networks. Data were collected from networks, we choose JJ Lam's music.

Readingcomprehension ⭐ 7

Bi-Directional Attention Flow for Machine Comprehensions

Emotion Detection Rnn ⭐ 7

A bidirectional GRU model to detect discrete emotions in tweets.

Pytorch_gru_speaker_diarization ⭐ 7

Speaker Diarization using GRU in PyTorch

Siamesenet Text Similarity ⭐ 7

Short text similarity matching model based on deep learning and machine learning

Repository for our submission to the SemEval EmoContext Competition

Gru Fcn Model For Univariate Time Series Classification ⭐ 7

GRU-FCN model for univariate time series classification

Rnn Attention Network ⭐ 7

Here a simple implementation of RNN + attention neural network on IMDB movie reviews.

Keras Layer Normalization Rnn ⭐ 7

Implementation of layer normalization LSTM and GRU for keras.

Show And Tell ⭐ 7

Scalable Machine Learning project

Neural Network ⭐ 7

Deep Learning, Attention, Transformers, BERT, GPT-2, GTP-3

Digivision ⭐ 7

A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is standing in front of him or not.

Time_series_rnn ⭐ 7

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

Funktional ⭐ 7

functional neural network layers on top of theano

Gated Recurrent Unit Gru ⭐ 7

An implementation of Gated Recurrent Unit

A3C Algorithm for classic Atari games

Coreboot Gru Bob Nix ⭐ 7

Snore Sound Classification By Deep Learning ⭐ 7

Simplepythonrnn ⭐ 7

Only in native python & numpy

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