rnn-lstm

There are 11 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
1266
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 95
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 94
smvorwerk / xlstm-cuda
Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports
cuda large-language-models llms lstm machine-learning pytorch rnn-lstm xlstm
Language:C++ 86
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
cnn-model keras keras-tensorflow mlp-regressor python rnn-lstm time-series-forecasting transformers
Language:Python 75
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 50
muskang48 / Speaker-Diarization
This project is about performing Speaker diarization for Hindi Language.
rnn-lstm clustering googlecolab pyannotate
Language:Jupyter Notebook 49
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 32
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 deep-learning flask machine-learning text-classification
Language:Jupyter Notebook 29
akshay-rakheja / Trading-Algos
Monorepo for trading algorithms
algo-trading algo-trading-strategies alpaca-markets bollinger-bands rsi trading-bot trading-strategies algorithmic-trading cryptocurrency scalping trading trading-platform machine-learning rnn-lstm
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 18
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 17
exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM
Weather forecasting using recurrent neural network
rnn-lstm rnn-gru rnn-keras time-series-analysis
Language:Jupyter Notebook 16
nikitaprasad21 / DL-Cheat-Codes
Beginner Friendly CheatCodes
cnn-classification cnn-keras deep-learning deep-neural-networks rnn-lstm rnn-tensorflow ann-keras
Language:Jupyter Notebook 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
himankpathak / stockmarket-prediction
Predicting stock market prices using RNN with LSTM
machine-learning rnn-lstm python flask
Language:HTML 12
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 11
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
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 10
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 10
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 9
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 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
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 9
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.
time-series-analysis time-series-forecasting python3 rnn-tensorflow rnn-lstm arima-forecasting arimax keras-neural-networks keras jupyter-notebook
Language:Jupyter Notebook 8
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 8
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
jiunting / MLARGE
Scripts for M-LARGE training and analysis
earthquake-early-warning rnn-lstm waveform-analysis
Language:Python 8
davide97l / Sentiment-analysis
Pytorch implementation of a sentence sentiment classiﬁcation model with CNN, RNN, RNF (Recurrent Neural Filter) and BERT
bert rnn-lstm cnn-text-classification sentiment-analysis pretrained-models dcnn rnf sentence embedding filters reviews dataset
Language:Python 6
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.)
rnn-lstm keras generate-poetry translation
Language:Python 6
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 6
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 6
rsyed0 / mquery
Algotrading toolkit using customizable strategies, genetic algorithms, and RNN-based strategies
algotrading genetic-algorithm machine-learning rnn-lstm
Language:Python 6
scionoftech / Neural_Machine_Translation_English_Telugu
English to Telugu Neural Machine Translation using Encoder-Decoder
machine-translation telugu-language english-language rnn-lstm encoder-decoder-model
Language:Jupyter Notebook 6
Eason815 / rnn_poem
RNN 文本生成诗歌
lstm rnn-lstm machine-learning
Language:Python 5

rnn-lstm

hurshd0 / must-read-papers-for-ml

Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization

pvlachas / RNN-RC-Chaos

smvorwerk / xlstm-cuda

mounalab / Multivariate-time-series-forecasting-keras

jyoti0225 / Air-Pollution-Forecasting

muskang48 / Speaker-Diarization

nursnaaz / Deeplearning-and-NLP

Snigdho8869 / Multiclass-Text-Classification

akshay-rakheja / Trading-Algos

CN-TU / adversarial-recurrent-ids

imshreyshah / air-quality-analysis-forecasting

exchhattu / TimeseriesWeatherForecast-RNN-GRU-LSTM

nikitaprasad21 / DL-Cheat-Codes

Abhradipta / Fake-News-Detection

himankpathak / stockmarket-prediction

Gitster7 / AI-Music-Generator

iAmKankan / Neural-Network

notrichbish / cyberbully-detection-using-ML

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

ashendrasharma / Stock-Price-Prediction-Using-LSTM

geekquad / TEXTGEN

PratikSaha198 / Lyrics-Generation-using-RNNs

SHVleV9CYWkK / IoT-anomaly-detection

ds-brx / Time-series-analysis-project

Ertugrulmert / ECG-Time-Series-Classification

gaurav-singh1998 / ABC_Notation_Music_Generation

guanzgrace / predicting-patient-volume

jiunting / MLARGE

davide97l / Sentiment-analysis

laugh12321 / GeneratePoetry-Translate

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

omid-d / CS231n

rsyed0 / mquery

scionoftech / Neural_Machine_Translation_English_Telugu

Eason815 / rnn_poem