lstm-networks

There are 3 repositories under lstm-networks topic.

lvapeab / nmt-keras
Neural Machine Translation with Keras
neural-machine-translation keras deep-learning sequence-to-sequence theano machine-learning nmt machine-translation lstm-networks gru tensorflow attention-mechanism web-demo transformer attention-is-all-you-need attention-model attention-seq2seq
Language:Python 529
happynoom / DeepTrade
A LSTM model using Risk Estimation loss function for stock trades in market
deep-learning loss-functions lstm lstm-model lstm-networks neural-network stock stock-prediction
Language:Python 319
26hzhang / neural_sequence_labeling
A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
tensorflow python3 sequence-labeling pos-tagger chunking named-entity-recognition lstm-networks punctuation sentence-boundary-detection
Language:Python 234
QECO
ImanRHT / QECO
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.
deep-reinforcement-learning lstm-networks edge-computing d3qn ddqn deep-q-network dqn network-optimization performance-evaluation mdp mec resource-management markov-decision-processes offloading
Language:Python 205
Relation-Classification-using-Bidirectional-LSTM-Tree
Sshanu / Relation-Classification-using-Bidirectional-LSTM-Tree
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
bidirectional-lstm deep-learning dependency-tree entities lca lstm lstm-networks lstm-tree neural-network relation-classification relation-extraction semeval tensorflow tree tree-structure word-embedding
Language:Jupyter Notebook 188
lccasagrande / Deep-Knowledge-Tracing
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
deepknowledgetracing keras knowledge-tracing lstm-networks tensorflow udacity-nanodegree
Language:Python 99
navjindervirdee / neural-networks
Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.
neural-networks convolutional-neural-networks scratch python jupyter-notebook cnn handwritten-digit-recognition iris-dataset convolutional-layers derivatives forward-propagation backward-propagation numpy matplotlib lstm-neural-networks rnn backward-propagation-through-time lstm-cells lstm-networks deep-learning
Language:Jupyter Notebook 39
hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow
tensorflow python3 deep-learning ctc-loss convolutional-neural-networks lstm-networks handwritten-text-recognition machine-learning cross-validation
Language:Python 30
drewanye / har-joint-model
AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors
human-activity-recognition multi-task-learning wearable-devices deep-neural-networks cnn lstm-networks
Language:Python 29
aminullah6264 / Activity_Rec_ML-LSTM
Activity Recognition using Temporal Optical Flow Convolutional Features and Multi-Layer LSTM
human-activity-recognition activity-recognition lstm lstm-cnn lstm-networks action-recognition human-action-recognition
Language:C++ 25
Merterm / Etymon
Find the origin of words in every language using a Deep Neural Network trained to create an etymological map.
deep-learning language natural-language etymology etymologies etymological-relationships etymology-data words word-embeddings scraped-data lstm lstm-neural-networks lstm-model lstm-neural-network lstm-layer lstm-networks keras keras-tensorflow keras-implementations
Language:JavaScript 21
adityajn105 / image-caption-bot
Implementation of 'merge' architecture for generating image captions from paper "What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?" using Keras. Dataset used is Flickr8k available on Kaggle.
image-captioning flickr8k-dataset lstm-networks vgg19
Language:Jupyter Notebook 16
elvisun / Chinese-poem-generator
藏头诗生成器 Chinese poem generator with LSTM network
lstm-networks deep-learning poem-generator
Language:Python 11
dhamvi01 / Univariate-Time-Series-using-LSTM
univariate timeseries lstm-neural-networks recurrent-neural-network series deep-learning lstm-networks
Language:Jupyter Notebook 9
mukulvirmani / ARIMA_vs_LSTM_Time_Series
arima arima-model rnn lstm lstm-networks lstm-neural-networks gru
Language:Jupyter Notebook 9
shashankpr / sleep-classification
Sleep stage classification using LSTM networks
keras keras-tensorflow lstm-networks sleep-analysis sleep-research machine-learning unsupervised-learning deeplearning
Language:Python 8
shivamnegi92 / LSTM-RNN-over-Bitcoin-Historical-Data
A LSTM based Deep Net which predict bitcoin value trends(30 days)
batches bitcoin cntk keras lstm-networks recurrent-networks tensorflow
Language:Jupyter Notebook 7
VaibhavGaur05 / StockMarketML
This repository contains our project on Stock Market Price prediction Using Historical Data
machinelearning machinelearning-python machinelearningprojects stockmarket machine-learning-algorithms lstm-neural-networks lstm-networks lstm scikitlearn-machine-learning scikit-learn linearregression decision-trees knn-classification knn-algorithm
Language:Jupyter Notebook 7
var97 / Stock-Trend-Prediction
Predicting Upward and downward trends in the stock prices using Stacked LSTM.
stock-market rnn stock-price-prediction stock-prediction lstm-neural-networks lstm lstm-networks recurrent-neural-networks timestep pyplot stockmarket lstm-model prediction predictive-modeling
Language:Python 6
rogertrullo / Convolutional-Neural-Networks-in-python
These are my solutions to the programming assignments of the class CS231n: Convolutional Neural Networks for Visual Recognition
cs231n cs231n-assignment convolutional-neural-networks deep-learning deep-neural-networks cnn recurrent-neural-networks rnn lstm lstm-networks python
Language:Jupyter Notebook 5
DevSinghSachan / investigating-text-classifiers
Investigating the Working of Text Classifiers - COLING 2018
text-classification neural-networks lstm-networks naive-bayes-classifier
Language:Python 4
Machine-Learning-For-Research / MachineCoding
深度学习实现AI写代码
tensorflow rnn lstm-networks machine-learning
Language:Python 4
ltfschoen / aind2-rnn
Term 2 Project 2 RNN and LSTM for time-series prediction and text generation
recurrent-neural-networks keras lstm-networks multi-class-classification jupyter-notebook
Language:Jupyter Notebook 3
Mohitkr95 / STOCK-PRICE-PREDICTOR
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
lstm ai artificial-intelligence deep-learning python lstm-networks stock-market technical-analysis
Language:Python 3
anjanatiha / Twitter-US-Airline-Sentiment
Twitter data on US Airlines Sentiment Analysis with Deep Learning (LSTM and CNN)
deep-learning deep-neural-networks recurrent-neural-networks convolutional-neural-networks lstm sentiment sentiment-classification sentiment-classifier rnn rnn-keras rnn-lstm rnn-model lstm-neural-networks lstm-model lstm-neural-network lstm-networks lstm-sentiment-analysis lstm-cells
Language:Jupyter Notebook 2
anlausch / multitask_sciarg
Multi-task learning models for the rhetorical analysis of scientific publications
scientific-publications multitask-learning natural-language-processing lstm-networks
Language:Python 2
cosimoiaia / lstm_generator_wrapper
A simple wrapper to flexibly create a SequenceGenerator Machine learning using LSTM Networks in TfLearn.
lstm-networks tflearn sequencegenerator-machine-learning machine-learning
Language:Python 2
hiepnguyen034 / Mood-Pal
Keep track of your happiness using Facebook Graph API and a LSTM model
nlp keras sentiment-analysis lstm-networks
Language:Jupyter Notebook 2
TareqTayeh / Price-TimeSeries-Anomaly-Detection-with-LSTM-Autoencoders-Keras
Detecting anomalies in GE stock price data using an LSTM Autoencoder
anomaly-detection lstm-networks autoencoders unsupervised-learning machine-learning deep-learning
Language:Jupyter Notebook 2
cosimoiaia / LSTM_Music_Generator
A Machine Learning LSTM Music Generator with RTTTL
rtttl lstm-networks machine-learning tflearn music-generation
Language:Python 1
mmaks74 / How_to_start_with_ML_project
The notebook to my article in LinkedIn
machine-learning machinelearning machinelearning-python python cnn cnn-model rnn rnn-tensorflow rnn-lstm normalization normalize onehot-encoding onehot timeseries timeseries-forecasting image-classification lstm lstm-neural-network lstm-networks
Language:Jupyter Notebook 1
omkarudawant / Stock-Price-Prediction
Predicting SP500 stock prices with LSTMs
lstm stock-price-prediction python3 neural-networks lstm-networks jupyter-notebook
Language:Jupyter Notebook 1
snehvora / chatbot_using_Neural_Networks
This chat bot is created using LSTM (many-to-many relation). The dataset consists of the conversation between peoples.
chatbot python neural-network neural-networks lstm lstm-neural-networks lstm-model lstm-networks tensorflow machine-learning machinelearning
Language:Python 1
tbsraja / Quora_QuestionPairs
Build a Classification model to predict if the questions asked in Quora are duplicates of the existing questions.
deep-learning exploratory-data-analysis machine-learning natural-language-processing lstm-networks
Language:Jupyter Notebook 1
ynalcakan / cut-in-maneuver-prediction
Code and dataset information of our paper "Monocular Vision-based Prediction of Cut-in Maneuvers with LSTM Networks".
computer-vision maneuver-prediction paper-with-code lstm-networks
Language:Python 1
SayamAlt / Next-Word-Prediction-using-Bidirectional-LSTMs
Successfully developed a text generation model to predict the next word for a given sequence using LSTMs.
deep-learning long-short-term-memory-network lstm-networks natural-language-processing next-word-prediction recurrent-neural-networks text-generation
Language:Jupyter Notebook

lstm-networks

lvapeab / nmt-keras

happynoom / DeepTrade

26hzhang / neural_sequence_labeling

ImanRHT / QECO

Sshanu / Relation-Classification-using-Bidirectional-LSTM-Tree

lccasagrande / Deep-Knowledge-Tracing

navjindervirdee / neural-networks

hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow

drewanye / har-joint-model

aminullah6264 / Activity_Rec_ML-LSTM

Merterm / Etymon

adityajn105 / image-caption-bot

elvisun / Chinese-poem-generator

dhamvi01 / Univariate-Time-Series-using-LSTM

mukulvirmani / ARIMA_vs_LSTM_Time_Series

shashankpr / sleep-classification

shivamnegi92 / LSTM-RNN-over-Bitcoin-Historical-Data

VaibhavGaur05 / StockMarketML

var97 / Stock-Trend-Prediction

rogertrullo / Convolutional-Neural-Networks-in-python

DevSinghSachan / investigating-text-classifiers

Machine-Learning-For-Research / MachineCoding

ltfschoen / aind2-rnn

Mohitkr95 / STOCK-PRICE-PREDICTOR

anjanatiha / Twitter-US-Airline-Sentiment

anlausch / multitask_sciarg

cosimoiaia / lstm_generator_wrapper

hiepnguyen034 / Mood-Pal

TareqTayeh / Price-TimeSeries-Anomaly-Detection-with-LSTM-Autoencoders-Keras

cosimoiaia / LSTM_Music_Generator

mmaks74 / How_to_start_with_ML_project

omkarudawant / Stock-Price-Prediction

snehvora / chatbot_using_Neural_Networks

tbsraja / Quora_QuestionPairs

ynalcakan / cut-in-maneuver-prediction

SayamAlt / Next-Word-Prediction-using-Bidirectional-LSTMs