Projects in Awesome Lists tagged with sequential-models
A curated list of projects in awesome lists tagged with sequential-models .
https://github.com/pmixer/sasrec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
pytorch recommender-system sasrec sequential-models
Last synced: 08 Apr 2025
https://github.com/pmixer/SASRec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
pytorch recommender-system sasrec sequential-models
Last synced: 05 Apr 2025
https://github.com/stared/keras-sequential-ascii
ASCII summary for simple sequential models in Keras
ascii convnet deep-learning keras keras-visualization sequential-models
Last synced: 26 Jun 2025
https://github.com/pmixer/tisasrec.pytorch
https://github.com/JiachengLi1995/TiSASRec in PyTorch
pytorch recommender-system sequential-models tisasrec
Last synced: 24 Apr 2025
https://github.com/captaine/rnn-lstm-in-numpy
Building a RNN and LSTM from scratch with NumPy.
language-model lstm-neural-networks natural-language-processing numpy pytorch recurrent-neural-networks sequential-models
Last synced: 11 Jun 2025
https://github.com/ayush1999/keras.jl
Run keras models with a Flux backend
flux julia keras keras-models machine-learning models neural-networks sequential-models
Last synced: 29 Apr 2025
https://github.com/trainingbypackt/applied-deep-learning-with-keras
Solve complex real-life problems with the simplicity of Keras
cnn-keras cross-validation deep-learning keras machine-learning model-accuracy model-evaluation neural-networks python rnn sequential-models wrapper
Last synced: 10 Apr 2025
https://github.com/epsoft/layers
layers
attention conv2d dense flatten globalmaxpooling1d layers maxpooling2d noisy-regularization relu relu-activation relu-layer sequential sequential-models tensorflow
Last synced: 01 May 2025
https://github.com/beomso0/ezsasrec
An easy and efficient tool to build sequential recommendation system utilizing SASRec
recommendation recommendation-algorithm recommendation-system recommendations recommender recommender-system recommender-systems sasrec sasrec-tf sequential sequential-models sequential-recommendation tensorflow
Last synced: 22 Apr 2025
https://github.com/luluw8071/text-sentiment-analysis
Text Sentiment Analysis with RNNs Models + Additive Attention and Transformers
attention-mechanism bert-fine-tuning distilbert nlp pytorch sentiment-classification sequential-models text-classification transformers
Last synced: 30 Apr 2025
https://github.com/PrincySinghal/Document-classification-and-Data-extraction
Splitting and classifying documents from a pdf or image consisting of 5 classes of documents like Aadhar card,Pan etc followed by information retrieval from each document.
cnn deep-neural-networks ocr python sequential-models
Last synced: 06 Apr 2025
https://github.com/ayan-cs/bangla-ocr-transformer
Implementation of the paper 'Towards Full page Offline Bangla Handwritten Text Recognition using Image-to-Sequence Architecture'. For details, please read the README section.
bangla-dataset bangla-nlp bangla-ocr computer-vision deep-learning handwritten-text-recognition image-to-text sequential-models transformer-architecture transformer-models
Last synced: 14 Jan 2026
https://github.com/wmkouw/ssa-nlp
Sequential subspace alignment for temporal domain adaptation in natural language processing
domain-adaptation natural-language-processing sequential-models subspace-alignment
Last synced: 15 Jul 2025
https://github.com/r-papso/carca-replication
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention
deep-learning recommender-system sequential-models transformer
Last synced: 03 Mar 2025
https://github.com/frozenassassine/voiceassistant
A german voice assistant using Keras
chatbot intents keras-tensorflow nlp sequential-models voiceassistant
Last synced: 01 Feb 2026
https://github.com/vigneswaran-chandrasekaran/flipflop_experiments
Experiments with Flip flop networks on a variety of tasks to check and showcase its generalization abilities
rnn-tensorflow sequential-models
Last synced: 02 Mar 2025
https://github.com/mohd-faizy/tf01_introduction-to-tensorflow-for-ai-ml-and-dl
TensorFlow for building basic neural network for computer vision and use convolutions to improve your neural network.
artificial-intelligence deep-learning keras keras-tensorflow machine-learning mnist neural-network sequential-api sequential-models
Last synced: 02 Mar 2025
https://github.com/gaizkiaadeline/rock-paper-scissor-image-classification
This image classification project focuses on classifying images of rock, paper, and scissors gestures using machine learning techniques. The model achieved an impressive validation accuracy of 98.86%, indicating its effectiveness in accurately classifying hand gestures.
callback data-generator image-augmentation image-classification sequential-models
Last synced: 02 Aug 2025
https://github.com/gallo13/neuralnetworks-deeplearning-classification-prediction-with-dl-multilayered-perceptron
Multi Layered Perceptron (Assignment 2)
dataset deep-learning jupyter-notebook keras-tensorflow multilayer-perceptron-network pandas python sequential-models
Last synced: 31 Dec 2025
https://github.com/batuhanaktan/respiratoryillnessdetectionusingml
In the current state of healthcare many hospitals are working over their capacity, and our group wanted to help fix this issue, we used machine learning to diagnose a healthy lung X-ray from a sick one.
healthcare machine-learning sequential-models tensorflow
Last synced: 25 Feb 2025
https://github.com/nayankanaparthi/song-poetry-generation-model
This open-source project aims to train a model that can learn from a collection of Irish songs and generate poetic lyrics inspired by the rich cultural heritage of Ireland.
bidirectional-lstm generativeai python recurrent-neural-networks rnn-tensorflow sequential-models tensorflow
Last synced: 23 Mar 2025
https://github.com/amir-tav/gann-with-tensorflow
How to build, train, and evaluate a Generative Adversarial Network (GAN) for generating fashion images. The project covers all essential steps, from model building to training and evaluation.
gann ju kera neural-network py sequential-models tensorflow tfd
Last synced: 10 Aug 2025
https://github.com/nguyenquangtung/ml-chatbox
Basic chatbot using Keras Sequential Model and Deployment
api chatbot flask keras natural-language-processing nlp sequential-models
Last synced: 09 Apr 2025
https://github.com/ksatriow/book-nlp
Modeling Book Datasheet with NLP
classification lstm machine-learning neural-network sequential-models tensorflow tokenizer
Last synced: 12 Dec 2025
https://github.com/thartvigsen/thartvigsen.github.io
data-mining deep-learning machine-learning sequential-models
Last synced: 09 Feb 2026
https://github.com/frozenwolf-cyber/rnn-lstm-gru-comparison
We are trying to compare train losses, training time, and model convergence for RNN , LSTM, and GRU models using sin(x) graph in CPU and GPU
gru lstm neural-network rnn sequential-models
Last synced: 27 Feb 2025
https://github.com/moha-cm/deep-learning-projects
Project notebook
kears kears-model sequential-models
Last synced: 22 Nov 2025
https://github.com/ArtZaragozaGitHub/CV--P5_Plants_Seedling_Classification
A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.
cnn-classification cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library opencv optimizer-visualization pandas-library preprocessing-data reducelronplateau seaborn sequential-models tensorflow tensorflow-keras train-test-validation
Last synced: 06 Nov 2025
https://github.com/rupashi03/stock-price-prediction-lstm
This project predicts the prices of five selected stocks using LSTM model, leveraging historical data and time-series analysis techniques.
deep-learning finance financial-forecasting lstm predictive-analytics sequential-models stock-price-prediction time-series
Last synced: 30 Mar 2025
https://github.com/harmanveer-2546/diagnosis-of-pneumonia-by-cnn-classifier
The primary objective s to develop an accurate and efficient classification model capable of identifying pneumonia cases in patients based on chest X-ray images. Pneumonia is a prevalent and potentially life-threatening respiratory infection. Early detection plays a critical role in timely intervention and effective treatment.
binary-accuracy dropout flatten keras loadimg matplotlib maxpooling2d numpy python regularizers roc-curve seaborn sequential-models tensorflow vgg16
Last synced: 24 Nov 2025
https://github.com/aastopher/nn_shap_exploration
Exploration of SHAP visualisations with Keras Multi Layered Perceptron (MLP), Classifiers, and Regresors using seaborn datasets.
keras keras-tensorflow mlp mlp-classifier mlp-regressor nueral-networks sequential-models shap
Last synced: 05 Mar 2025
https://github.com/devmnj/keras_image_class
Tensor flow image classification
keras-tensorflow ml neural-network python3 sequential-models tensorflow
Last synced: 22 Jul 2025
https://github.com/ashishbodhankar/mnist_classification_tensorflow_no_keras
Understanding the performance of different neural network architectures on the MNIST handwritten digits dataset, implemented in Tensorflow.
categorical-cross-entropy cnn custom-tensorflow gradienttape mnist mnist-handwriting-recognition regularization sequential-models tensorflow tensorflow-models
Last synced: 12 Feb 2026
https://github.com/sun-vonxu/emotion-detection-nlp
# Emotion Detection from Text using NLP## 📘 Project OverviewThis project uses Natural Language Processing to detect emotions like joy, sadness, anger, and fear from text. It compares traditional machine learning and deep learning models, ensuring robust evaluation. ## Objectives- Build a strong emotion classifier using public datasets.- Anal
bidirectional-lstm confusion-matrix emotion-detection emotions emotions-dataset emotions-detection keras lstms machine-learning multiclass-classification nlp nlp-classification-tasks python sentence-classification sentiment-analysis sequential-models text-classification text-sentiment
Last synced: 04 Sep 2025
https://github.com/kunalpisolkar24/ml_lab
Collection of practical codes for Savitribai Phule Pune University's Machine Learning Laboratory (410246).
clustering diabetes-prediction email-spam-classifier k-nearest-neighbours machine-learning sequential-models sppu-computer-engineering
Last synced: 03 Dec 2025
https://github.com/hallowshaw/text-emotion-classification-using-lstm-and-tokenization
This repository provides a machine learning and deep learning pipeline for text emotion detection. It includes a pretrained LSTM model, tokenizer, and preprocessing steps to classify emotions such as joy, sadness, and anger from text input. Easily deployable with provided resources and scripts.
emotion-classification emotion-detection feature-engineering lstm nltk nltk-python scikit-learn scikitlearn-machine-learning sentiment-analysis sequential-models text-classification text-classification-multi-label tokenization tokenizer
Last synced: 15 Dec 2025
https://github.com/mikeleo03/forward-propagation-ffnn
Implementation of Forward Propagation in Dense Layers Sequential Model on Feed Forward Neural Network (FFNN)
ann dense-layers ffnn forward-propagation machine-learning sequential-models
Last synced: 16 Mar 2025
https://github.com/lovesaroha/lnn.js
This is a generalized neural network package with clean and transparent API for the javascript.
gradient-descent javascript javascript-library logistic-regression machine-learning neural-network sequential-models tensor
Last synced: 02 Mar 2025
https://github.com/antononcube/wl-trieswithfrequencies-paclet
Wolfram Language (aka Mathematica) paclet with functions for creation and manipulation of tries (prefix trees) with frequencies.
machine-learning prefix-tree sequential-models sequential-recommendation tries
Last synced: 05 Oct 2025
https://github.com/davidgeorgewilliams/transformer
Explore the Transformer architecture, a Python toolkit engineered for top-tier machine learning performance in processing sequential and spatial data tasks.
data-science machine-learning python python3 sequential-models spatial-models spatio-temporal tensorflow transformer
Last synced: 12 Dec 2025
https://github.com/harmanveer-2546/music-genre-classification
Classifying the genre of a music using deep neural networks.
cnn deep-neural-networks keras labelencoder librosa matplotlib music numpy pandas pickle python scipy seaborn sequential-models tensorflow
Last synced: 12 Feb 2026
https://github.com/niteshchawla/logistics-nn-regression
The case study is about India's Largest Marketplace for Intra-City Logistics. This dataset has the required data to train a regression model that will do the delivery time estimation, based on all those features.
adam-optimizer data-visualization encoding exploratory-data-analysis feature-engineering hidden-layers hyperparameter-tuning keras-tensorflow kerastuner metrics neural-network numpy pandas regression relu scaling sequential-models
Last synced: 23 Mar 2025
https://github.com/lovesaroha/lnn
This is a generalized neural network package with clean and transparent API for the Go language.
golang golang-package gradient-descent machine-learning neural-network sequential-models tensor
Last synced: 02 Mar 2025
https://github.com/harmanveer-2546/retinal-disease-classification
The number of visually impaired people worldwide is estimated to be 2.2 billion, of whom at least 1 billion have a vision impairment that could have been prevented or is yet to be addressed. Early detection and diagnosis of ocular pathologies would enable forestall of visual impairment.
3d-graph classification confusion-matrix densenet dropout keras matplotlib maxpooling2d opencv os plotly retinal-diseases retinal-images seaborn sequential-models tensorflow test-train-split visualization
Last synced: 20 Jan 2026