long-short-term-memory

There are 3 repositories under long-short-term-memory topic.

Rajat-dhyani / Stock-Price-Predictor
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
stock-prices prediction machine-learning capstone long-short-term-memory recurrent-neural-networks python numpy pandas jupyter-notebook keras-tensorflow lstm stock-price-predictor deep-learning neural-network-algorithm
Language:HTML 273
gionanide / Speech_Signal_Processing_and_Classification
Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of the speech production system in humans suggests that an all-pole system function is justified [1-3]. As a consequence, linear prediction coefficients (LPCs) constitute a first choice for modeling the magnitute of the short-term spectrum of speech. LPC-derived cepstral coefficients are guaranteed to discriminate between the system (e.g., vocal tract) contribution and that of the excitation. Taking into account the characteristics of the human ear, the mel-frequency cepstral coefficients (MFCCs) emerged as descriptive features of the speech spectral envelope. Similarly to MFCCs, the perceptual linear prediction coefficients (PLPs) could also be derived. The aforementioned sort of speaking tradi- tional features will be tested against agnostic-features extracted by convolu- tive neural networks (CNNs) (e.g., auto-encoders) [4]. The pattern recognition step will be based on Gaussian Mixture Model based classifiers,K-nearest neighbor classifiers, Bayes classifiers, as well as Deep Neural Networks. The Massachussets Eye and Ear Infirmary Dataset (MEEI-Dataset) [5] will be exploited. At the application level, a library for feature extraction and classification in Python will be developed. Credible publicly available resources will be 1used toward achieving our goal, such as KALDI. Comparisons will be made against [6-8].
speech-processing mfcc linear-prediction-coefficients classifier speech-utterance feature-extraction support-vector-machines gaussian-mixture-models long-short-term-memory principal-component-analysis kernel-pca linear-discriminant-analysis isomap locally-linear-embedding spectral-embedding spectral-clustering natural-language-processing nlp nltk
Language:Python 230
taufeeque9 / HumanFallDetection
Real-time, Multi-person & Multi-camera Fall Detector in Python
video-processing multiple-cameras fall-detection human-pose-estimation long-short-term-memory lstm neural-networks deep-learning python3-fall-detector
Language:Python 224
tiberiu44 / TTS-Cube
End-2-end speech synthesis with recurrent neural networks
autoregressive character end-2-end long-short-term-memory lstm mel-spectrogram neural neural-network phoneme speech synthesis text-to-speech
Language:Python 224
LahiruJayasinghe / RUL-Net
Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine
1d-convolution augmentaiton convolutional-neural-networks long-short-term-memory lstm-cnn regression remaining-useful-life sensor-fusion
Language:Python 211
adobe / stringlifier
Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.
machine-learning python3 api analysis unsupervised-machine-learning clustering tf-idf raw-text pytorch convolutional-networks long-short-term-memory classification
Language:Python 159
FaustoNisida / Chatbot-Long-Short-Term-Memory
GPT-3 Chatbot with Long and Short Term Memory and advanced logic built in javascript with openai API - short and long memory, KYC, embeddings, openai, database, flexible, gpt-3.5-turbo, react
ai artificial-intelligence chatbot databases embeddings gpt-3-5-turbo javascript long-short-term-memory memory openai openai-api programming react
Language:JavaScript 159
zhuofupan / Tensorflow-Deep-Neural-Networks
用Tensorflow实现的深度神经网络。
stacked-autoencoder convolutional-neural-network stacked-sparse-autoencoder stacked-denoising-autoencoders deep-belief-network recurrent-neural-network long-short-term-memory tensorflow tsne
Language:Python 131
Zeeshanahmad4 / chatgpt-knowledge-base-chatbot
An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.
chatbot chatgpt gpt-3 knowledge-base openai openai-api embeddings vectors long-short-term-memory artificial-intelligence gpt-3-5-turbo pinecone qabot machine-learning qa openai-chatgpt
Language:TypeScript 121
YangWangsky / tf_EEGLearn
A tensorflow implementation for EEGLearn
deep-learning convolutional-neural-networks long-short-term-memory eeg-classification
Language:Python 76
yxtay / char-rnn-text-generation
Character Embeddings Recurrent Neural Network Text Generation Models
character-embeddings text-generation long-short-term-memory keras tensorflow pytorch chainer mxnet recurrent-neural-network neural-network deep-learning
Language:Python 62
guangyizhangbci / EEG_Riemannian
Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence
eeg-analysis riemannian-geometry affective motor-imagery-classification vigilance-estimation deep-learning long-short-term-memory feature-engineering
Language:Python 53
Sk70249 / Wind-Energy-Analysis-and-Forecast-using-Deep-Learning-LSTM
A Deep Learning model that predict forecast the power generated by wind turbine in a Wind Energy Power Plant using LSTM (Long Short Term Memory) i.e modified recurrent neural network.
deep-learning lstm machine-learning data-science deep-neural-networks rolling-forecast time-series-analysis recurrent-neural-networks wind-energy long-short-term-memory
Language:Jupyter Notebook 47
sankalpjain99 / Automatic-Essay-Scoring
Created a web app that can automatically score essays. The grading model was trained using HP Essays Dataset from Kaggle. Used Long Short Term Memory (LSTM) network and machine learning algorithms to train model. WebApp was created using Flask framework.
natural-language-processing essayscoring long-short-term-memory flask-application machine-learning-algorithms
Language:Jupyter Notebook 43
mithi / deep-blueberry
If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder
24
skanderhamdi / attention_cnn_lstm_covid_mel_spectrogram
Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound
attention-mechanism convolutional-neural-networks long-short-term-memory deep-learning covid-19 mel-spectrogram audio-processing covid-19-dataset covid-19-disease-diagnosis data-augmentation spec-augmentation
Language:Python 24
safrooze / LSTNet-Gluon
Time-series prediction with LSTNet in Apache MXNet Gluon
mxnet gluon time-series time-series-prediction deep-learning recurrent-neural-networks long-short-term-memory long-short-term-memory-models lstm lstm-model
Language:Python 22
khooinguyeen / Sign-Language-Translation
Sign language translation model for the app Look & Tell https://github.com/khooinguyeen/LookandTell-OfficialApp
vietnamese-sign-language vietnamese model deep-learning computer-vision artificial-intelligence sign-language-translation long-short-term-memory
21
theerfan / Maqenta
Generating music using quantum machine learning models. (QuGAN and QLSTM)
generative-adversarial-network long-short-term-memory quantum-gan quantum-lstm quantum-machine-learning quantum-music
Language:TeX 20
AFAgarap / ecommerce-reviews-analysis
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)
artificial-intelligence artificial-neural-networks classification data-analysis data-science data-visualization deep-learning e-commerce keras keras-tensorflow long-short-term-memory natural-language-processing recurrent-neural-networks sentiment-classification supervised-learning
Language:Jupyter Notebook 18
albertusk95 / intention-to-code-lstm
Source Code Generation Based On User Intention Using LSTM Networks
automatic-programming code-generation program-synthesis natural-language-processing deep-learning long-short-term-memory encoder-decoder-model sequential-models
Language:Python 18
aosama16 / Udacity-Deep-Learning-Nanodegree
My Projects Submission to Udacity's Deep Learning Nanodegree Program
deep-learning nueral-networks convolutional-neural-networks autoencoder recurrent-neural-networks long-short-term-memory generative-adversarial-network sagemaker-deployment pytorch jupyter-notebook
Language:HTML 17
ikmb / amino_acid_encoding_deep_learning_applications
The repository contains all the code for the paper amino acid encoding using deep learning application
hla protein-protein-interaction sequence-em amino-acid amino-acid-encoding tensorflow2 convolutional-neural-networks long-short-term-memory
Language:Python 17
vinayakumarr / CNN-RNN
Image classification using CNN
convolutional-neural-networks recurrent-neural-networks long-short-term-memory gated-recurrent-units
Language:Jupyter Notebook 14
MohamedSebaie / Coursera--Deep_Learning_Specialization--By_Anderw_Ng
Coursera (Deep_Learning_Specialization) By Andrew Ng and offered by deeplearning.ai.**Each of the below Courses Contains Notes, programming assignments, and quizzes.1- Neural Networks and Deep Learning;2- Improving Deep Neural Networks: Hyperparameter tuning, Regularization, and Optimization; 3- Structuring Machine Learning Projects; 4- Convolutional Neural Networks;5- Sequence Models.
deep-learning coursera coursera-assignment cnn-classification hyperparameter-tuning coursera-deep-learning coursera-specialization andrew-ng-coursera regularization convolutional-neural-networks recurrent-neural-networks lstm-neural-networks long-short-term-memory neural-networks neural-transfer natural-language-processing
Language:Jupyter Notebook 13
Abhradipta / Fake-News-Detection
Fake News Detection Using Recurrent Neural Networks (RNNs) & Long Short Term Memory (LSTM).
fakenewsdetection fake-news fake-news-detection recurrent-neural-networks rnn rnn-tensorflow rnn-lstm lstm-neural-networks long-short-term-memory lstm python google-colab-notebook tensorflow machine-learning deep-learning artificial-intelligence artificial-neural-networks data-science data-visualization wordcloud
Language:Jupyter Notebook 12
catcd / LSTM-CNN-SUD
Hybrid biLSTM and CNN architecture for Sentence Unit Detection
long-short-term-memory neural-network convolutional-neural-network convolutional-neural-networks cnn lstm tensorflow hybrid-network sentence-boundary-detection punctuation-marks loss-functions
Language:Python 11
catcd / MASS
Large-scale Exploration of Neural Relation Classification Architectures
relation-extraction relation-classification semeval-2010 convolutional-neural-networks long-short-term-memory convolutional-neural-network recurrent-neural-networks ddi biocreative-v bb3 phenebank scienceie cdr cdr-tracks chemical-induced-disease biomedical
Language:Python 11
thenomaniqbal / Traffic-flow-prediction
Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using memory cells. This project includes understanding and implementing LSTM for traffic flow prediction along with the introduction of traffic flow prediction, Literature review, methodology, etc.
traffic traffic-flow-forecasting traffic-flow-prediction traffic-flow-modeling deep-learning long-short-term-memory lstm lstm-neural-network
Language:Jupyter Notebook 11
georgezoto / RNN-LSTM-NLP-Sequence-Models
Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.
ai attention-model debiasing deep-learning gated-recurrent-unit language-modeling long-short-term-memory machine-learning music-generation natural-language-processing recurrent-neural-network sentiment-classification sequence-models speech-recognition text-generation trigger-word-detection word-embedding
Language:Jupyter Notebook 10
oem / bitcoin-prediction
A simple LSTM network to predict bitcoin closing prices
lstm neural-network keras machine-learning regression long-short-term-memory
Language:Jupyter Notebook 10
saadarshad102 / Sentiment-Analysis-RNN-LSTM
Sentiment Analysis using Recurrent Neural Networks (RNN-LSTM) and Google News Word2Vec
text-classification supervised-learning ease-to-use pandas python3 word2vec rnn recurrent-neural-networks lstm long-short-term-memory keras text-processing sentiment-analysis nlp nlp-machine-learning machine-learning deep-learning
Language:Jupyter Notebook 10
sdw95927 / Tang_Poetry_generator_by_LSTM
Train a Long-Short Term Memory neural network to write the Poetry of Tang Dynasty
neural-network long-short-term-memory poetry-generator
Language:Jupyter Notebook 9
ifrunistuttgart / RL_Integrated-Updraft-Exploitation
This repository includes a reinforcement learning framework for end-to-end type integrated thermal updraft localization and exploitation.
artificial-intelligence artificial-neural-networks autonomous-soaring autonomous-vehicles decision-making flight-control long-short-term-memory machine-learning proximal-policy-optimization reinforcement-learning
Language:Python 8
alexandrandom / BTC-LSTM-PRICE-PREDICTION-NLP
Bitcoin Price Prediction model - LSTM | Multivariable (Price&Polarity) Time Series Forecasting with NLP for Twitter Sentiments aka my Master's Thesis
btc lstm nlp bitcoin-price data-analysis long-short-term-memory multivariate-analysis multivariate-timeseries natural-language-processing price-prediction-model sentiment-analysis timeseries-forecasting twitter
Language:Jupyter Notebook 7
lbasek / named-entity-recognition
Named Entity Recognition - Python - Keras
natural-language-processing named-entity-recognition neural-network keras gated-recurrent-unit long-short-term-memory word-embeddings glove character-embeddings
Language:Python 7

long-short-term-memory

Rajat-dhyani / Stock-Price-Predictor

gionanide / Speech_Signal_Processing_and_Classification

taufeeque9 / HumanFallDetection

tiberiu44 / TTS-Cube

LahiruJayasinghe / RUL-Net

adobe / stringlifier

FaustoNisida / Chatbot-Long-Short-Term-Memory

zhuofupan / Tensorflow-Deep-Neural-Networks

Zeeshanahmad4 / chatgpt-knowledge-base-chatbot

YangWangsky / tf_EEGLearn

yxtay / char-rnn-text-generation

guangyizhangbci / EEG_Riemannian

Sk70249 / Wind-Energy-Analysis-and-Forecast-using-Deep-Learning-LSTM

sankalpjain99 / Automatic-Essay-Scoring

mithi / deep-blueberry

skanderhamdi / attention_cnn_lstm_covid_mel_spectrogram

safrooze / LSTNet-Gluon

khooinguyeen / Sign-Language-Translation

theerfan / Maqenta

AFAgarap / ecommerce-reviews-analysis

albertusk95 / intention-to-code-lstm

aosama16 / Udacity-Deep-Learning-Nanodegree

ikmb / amino_acid_encoding_deep_learning_applications

vinayakumarr / CNN-RNN

MohamedSebaie / Coursera--Deep_Learning_Specialization--By_Anderw_Ng

Abhradipta / Fake-News-Detection

catcd / LSTM-CNN-SUD

catcd / MASS

thenomaniqbal / Traffic-flow-prediction

georgezoto / RNN-LSTM-NLP-Sequence-Models

oem / bitcoin-prediction

saadarshad102 / Sentiment-Analysis-RNN-LSTM

sdw95927 / Tang_Poetry_generator_by_LSTM

ifrunistuttgart / RL_Integrated-Updraft-Exploitation

alexandrandom / BTC-LSTM-PRICE-PREDICTION-NLP

lbasek / named-entity-recognition