rnn-lstm

There are 10 repositories under rnn-lstm topic.

hurshd0 / must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
deep-learning machine-learning data-science papers neural-networks convolutional-networks recurrent-neural-networks recommender-system rnn-lstm exploratory-data-analysis data-analysis generalized-additive-models
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Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization
Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.
neural-networks cnn-for-visual-recognition rnn-lstm transfer-learning hyperparameter-tuning structuring-ml-projects audio-processing voice-activity-detection coursera mlp andrew-ng deep-learning face-recognition optimization-algorithms transformers image-segmentation-tensorflow question-answering named-entity-recognition
Language:Jupyter Notebook 89
pvlachas / RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rnn rc chaos echo-state-networks recurrent-neural-networks kuramoto-sivashinsky lorenz-96 lorenz-3d reservoir-computing reservoir-computer backpropagation forecasting esn rnn-tensorflow rnn-gru rnn-lstm
Language:Python 81
mounalab / Multivariate-time-series-forecasting-keras
This project provides implementations with Keras/Tensorflow of some deep learning algorithms for Multivariate Time Series Forecasting: Transformers, Recurrent neural networks (LSTM and GRU), Convolutional neural networks, Multi-layer perceptron
keras keras-tensorflow time-series-forecasting transformers cnn-model rnn-lstm mlp-regressor python
Language:Python 61
jyoti0225 / Air-Pollution-Forecasting
Time Series Analysis of Air Pollutants(PM2.5) using LSTM model
time-series forecasting air-pollutants lstm rnn-lstm rnn air-pollution lstm-neural-network air-pollution-prediction time-series-analysis multivariate-timeseries univariate-analysis python
Language:Jupyter Notebook 45
muskang48 / Speaker-Diarization
This project is about performing Speaker diarization for Hindi Language.
clustering googlecolab pyannotate rnn-lstm
Language:Jupyter Notebook 40
nursnaaz / Deeplearning-and-NLP
Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.
kers tensorflow deeplearning python yolov3 opencv-python tensorboard lstm image-recognition rnn-keras rnn-lstm rnn-gru rnn-tensorflow rnn-model keras-tensorflow rnn nlp-machine-learning recommender-system spacy-nlp gensim-word2vec
Language:Jupyter Notebook 33
akshay-rakheja / Trading-Algos
Monorepo for trading algorithms
algo-trading algo-trading-strategies algorithmic-trading alpaca-markets bollinger-bands cryptocurrency machine-learning rnn-lstm rsi scalping trading trading-bot trading-platform trading-strategies
Language:Python 22
CN-TU / adversarial-recurrent-ids
Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intrusion Detection Systems. Also contains code for "SparseIDS: Learning Packet Sampling with Reinforcement Learning" (branch "rl").
adversarial-machine-learning rnn rnn-lstm explainability feature-importance feature-sensitivity adversarial-robustness
Language:TeX 14
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 13
Snigdho8869 / Multiclass-Text-Classification
Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.
adaboost-classifier bert-fine-tuning cnn-model ensemble-learning gradient-boosting-classifier gru keras-tensorflow logistic-regression natural-language-processing neural-network nlp random-forest-classifier rnn-lstm support-vector-machines xlnet-fine-tuning flask-application
Language:Jupyter Notebook 13
exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM
Weather forecasting using recurrent neural network
rnn-lstm rnn-gru rnn-keras time-series-analysis
Language:Jupyter Notebook 12
geekquad / TEXTGEN
The main task of the character-level language model is to predict the next character given all previous characters in a sequence of data, i.e. generates text character by character.
python3 pytorch lstm-neural-networks deep-learning rnn-pytorch rnn-language-model rnn-lstm
Language:Jupyter Notebook 10
Gitster7 / AI-Music-Generator
In this project we will be building a model capable of generating notes and chords after learning from the dataset of songs we provide to our recurrent neural network and create songs. Before we start, let us recall few of the basic concepts and terminologies we will be using in this project and add to that knowledge the concepts required to successfully train our model to be an excellent composer.
artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks lstm-neural-networks music neural-network rnn-lstm rnn-tensorflow
Language:Jupyter Notebook 10
himankpathak / stockmarket-prediction
Predicting stock market prices using RNN with LSTM
machine-learning rnn-lstm python flask
Language:HTML 10
iAmKankan / Neural-Network
Deep Learning, Attention, Transformers, BERT, GPT-2, GTP-3
neural-network rnn-lstm bert-model gpt-2 gpt-3 gru lstm-neural-networks rnn-model
Language:Jupyter Notebook 10
imshreyshah / air-quality-analysis-forecasting
This repository contains the notebooks used in my project "Air quality analysis and forecasting"
rnn-lstm sarima prophet air-quality forecasting
Language:Jupyter Notebook 9
PratikSaha198 / Lyrics-Generation-using-RNNs
Coherent / Meaningful lyrics generation using RNNs , with a dataset created by web-scraping the GENIUS website using its API.
rnn-lstm genius-api text-generation webscraping vae char-embedding tokenization
Language:Jupyter Notebook 9
gaurav-singh1998 / ABC_Notation_Music_Generation
This is my first deep learning project in which I implemented a LSTM model on abc notation music data.
deeplearning rnn-lstm rnn-keras music-generation python
Language:Jupyter Notebook 8
guanzgrace / predicting-patient-volume
Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis [Presented at MLHC 2019]
time-series time-series-analysis time-series-forecasting healthcare machine-learning rnn rnn-lstm
Language:Jupyter Notebook 8
notrichbish / cyberbully-detection-using-ML
This project contains the file of my undergraduate Final Year Project. This project aims to expose cyberbullying in Twitter by using Machine Learning to classify whether the tweet is suspicious or not. A deployment has been created using streamlit.
data-visualization exploratory-data-analysis final-year-project hyperparameter-optimization machine-learning-algorithms model-training word-cloud rnn-lstm
Language:Jupyter Notebook 7
OrestisMk / OrestisMk-Multivariate-forecast-with-VAR-SVR-RNN-LSTM
Forecasting exchange rates by using commodities prices
svr vector-autoregression rnn-lstm multivariate-regression multivariate-analysis multivariate-forecasting commodities exchange-rates
Language:Jupyter Notebook 7
ds-brx / Time-series-analysis-project
Time series analysis on NIFTY-50 index stock data. The project visualises trends in stock data and explores various time-series analysis models such as ARIMA, ARMA and deep learning models such as LTSM and RNN to predict stock prices with the highest accuracy.
arima-forecasting arimax jupyter-notebook keras keras-neural-networks python3 rnn-lstm rnn-tensorflow time-series-analysis time-series-forecasting
Language:Jupyter Notebook 6
rsyed0 / mquery
Algotrading toolkit using customizable strategies, genetic algorithms, and RNN-based strategies
algotrading genetic-algorithm machine-learning rnn-lstm
Language:Python 6
SinaRaoufi / tesla-stock-price-prediction
Tesla stock price forecasting with LSTM using Pytorch 📈
deep-learning pytorch rnn-lstm
Language:Jupyter Notebook 6
Ertugrulmert / ECG-Time-Series-Classification
Deep learning models for classifying ECG time series
cnn-lstm ecg-classification ensemble-learning healthcare-datasets rnn-lstm time-series unet
Language:Jupyter Notebook 5
jiunting / MLARGE
Scripts for M-LARGE training and analysis
earthquake-early-warning rnn-lstm waveform-analysis
Language:Python 5
laugh12321 / GeneratePoetry-Translate
✨Using RNN and LSTM generate poetry by Keras, and translate poetry. (通过Keras实现基于RNN与LSTM的藏头诗自动生成模型, 并将生成的古诗翻译成英文.)
generate-poetry keras rnn-lstm translation
Language:Python 5
scionoftech / Neural_Machine_Translation_English_Telugu
English to Telugu Neural Machine Translation using Encoder-Decoder
encoder-decoder-model english-language machine-translation rnn-lstm telugu-language
Language:Jupyter Notebook 5
ashendrasharma / Stock-Price-Prediction-Using-LSTM
"Exploring the Dynamics of Stock Price Prediction: Harnessing the power of LSTM neural networks, this project demonstrates the application of deep learning techniques to forecast Apple's stock prices using historical data from Yahoo Finance."
apple-stock-data data-analysis data-science data-visualization keras-tensorflow lstm-model machine-learning prediction-model rnn-lstm stock-price-prediction
Language:Jupyter Notebook 4
LaurentVeyssier / Image-Captioning-Project-with-full-Encoder-Decoder-model
Generate caption on images using CNN Encoder- LSTM Decoder structure
pytorch rnn-encoder-decoder rnn-lstm caption-generation image-captioning lstm encoder decoder-model bleu-score
Language:Jupyter Notebook 4
neeru1207 / RNN-to-predict-Google-Stock-Prices
RNN using LSTM layers in coded in Python using Keras to predict Google open stock prices.
rnn rnn-lstm rnn-tensorflow lstm-neural-networks neural-networks neural-network prediction-model machine-learning deep-learning deeplearning python3 datascience
Language:Python 4
omid-d / CS231n
All Solutions to Stanford CS231n Spring 2023 Course Assignments.
cnn cs231n cs231n-assignment cs231n-assignments deep-learning gan neural-network rnn-lstm vision computer-vision convolutional-neural-networks
Language:Jupyter Notebook 4
uragirii / Friends-Generator
This is just a simple RNN text generation model that generates new scripts of Friends TV Show.
rnn rnn-tensorflow friends tv-shows tv-series tensorflow2 tensorflow-tutorials lstm lstm-neural-networks gru-model rnn-lstm nlp natural-language-processing
Language:HTML 4
jyojay / MONU_Project_4
Fake and True news Classification using ML and RNN
fake-news machine-learning naive-bayes real-news rnn-lstm svm
Language:Jupyter Notebook 3
SHVleV9CYWkK / IoT-anomaly-detection
🚀 Leveraging advanced RNN with LSTM for efficient, real-time anomaly detection in IoT networks, optimized for performance in resource-constrained environments.
fog-computing iot lstm-model mlp-classifier python3 pytorch quantization-efficient-network raspberry-pi time-series-analysis rnn-lstm
Language:Jupyter Notebook 3

rnn-lstm

hurshd0 / must-read-papers-for-ml

Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization

pvlachas / RNN-RC-Chaos

mounalab / Multivariate-time-series-forecasting-keras

jyoti0225 / Air-Pollution-Forecasting

muskang48 / Speaker-Diarization

nursnaaz / Deeplearning-and-NLP

akshay-rakheja / Trading-Algos

CN-TU / adversarial-recurrent-ids

Abhradipta / Fake-News-Detection

Snigdho8869 / Multiclass-Text-Classification

exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM

geekquad / TEXTGEN

Gitster7 / AI-Music-Generator

himankpathak / stockmarket-prediction

iAmKankan / Neural-Network

imshreyshah / air-quality-analysis-forecasting

PratikSaha198 / Lyrics-Generation-using-RNNs

gaurav-singh1998 / ABC_Notation_Music_Generation

guanzgrace / predicting-patient-volume

notrichbish / cyberbully-detection-using-ML

OrestisMk / OrestisMk-Multivariate-forecast-with-VAR-SVR-RNN-LSTM

ds-brx / Time-series-analysis-project

rsyed0 / mquery

SinaRaoufi / tesla-stock-price-prediction

Ertugrulmert / ECG-Time-Series-Classification

jiunting / MLARGE

laugh12321 / GeneratePoetry-Translate

scionoftech / Neural_Machine_Translation_English_Telugu

ashendrasharma / Stock-Price-Prediction-Using-LSTM

LaurentVeyssier / Image-Captioning-Project-with-full-Encoder-Decoder-model

neeru1207 / RNN-to-predict-Google-Stock-Prices

omid-d / CS231n

uragirii / Friends-Generator

jyojay / MONU_Project_4

SHVleV9CYWkK / IoT-anomaly-detection