Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Keras
![](https://explore-feed.github.com/topics/keras/keras.png)
Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: François Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2025-02-12 00:16:24 UTC
- JSON Representation
https://github.com/khaymanii/dog-vs-cat-classification-model
This model was built using Python and Transfer Learning Algorithm, it is used to classify an animal as either dog or cat
keras python tensorflow transfer-learning
Last synced: 21 Jan 2025
https://github.com/ryanbritodev/blean
Repositório para a plataforma "Blean", desenvolvida para a 1ª Global Solution na FIAP, com o tema "Blue Future".
arduino computer-vision css3 google-teachable-machine html5 ia javascript keras microplastics mongodb python tensorflow
Last synced: 27 Dec 2024
https://github.com/pierrekieffer/neuralnetworkgenerator
Test and generate the best Neural Net model based on a series of parameters
deep-learning keras neural-networks
Last synced: 07 Feb 2025
https://github.com/khaymanii/breast_cancer_detection_model
This model was built using Python and Tensorflow. it helps to detect breast cancer.
Last synced: 21 Jan 2025
https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project
A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.
cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow
Last synced: 02 Jan 2025
https://github.com/chanmeng666/bodyfat-estimation-mlp
A deep learning project implementing neural network models to accurately predict body fat percentage from anthropometric measurements. Features both comprehensive and reduced-input models, with detailed analysis of feature importance and model performance.
body-composition data-science-biometrics deep-learning feature-analysis health-tech keras neural-networks predictive-modeling tensorflow
Last synced: 02 Jan 2025
https://github.com/sabaudian/binary_image_classification_project
Statistical Methods for Machine Learning project - Muffins Vs Chihuahuas
binary-classification binary-image-classification classification computer-vision convolutional-neural-networks image-classification k-fold-cross-validation keras machine-learning mobilenet muffin-vs-chihuahua multilayer-perceptron-network pycharm-ide python statistical-methods-for-machine-learning tensorflow unimi
Last synced: 08 Feb 2025
https://github.com/prneidhardt/neural-networks
Customer Churn Prediction Project
ann artificial-neural-networks keras tensorflow
Last synced: 08 Jan 2025
https://github.com/prneidhardt/computer-vision
Plants Seedling Classification
cnn computer-vision convolutional-neural-networks image-processing keras
Last synced: 08 Jan 2025
https://github.com/sarah627/deep-learning
This repo contains deep learning projects, applications on DL concepts, and DL roadmap
classification cnn deep-learning jupyter-notebook keras neural-network python tensorflow
Last synced: 21 Jan 2025
https://github.com/adrianmarino/self-driving-car-model
Steering wheel angle predictor
autonomous cnn conda keras machine-learning opencv python self-driving-cars
Last synced: 24 Jan 2025
https://github.com/lgariv/maskpass
Electronic Engineering final project
face-mask face-mask-classification keras opencv tensorflow
Last synced: 11 Jan 2025
https://github.com/evertonsavio/artificial-intelligence-specialization
AI residency Hub program at FIEP. Base Codes Repository for specialization in Artificial Intelligence at AI2.
artificial-intelligence jupiter-notebook keras python tensorflow
Last synced: 02 Jan 2025
https://github.com/jofaval/game-of-thrones
Data Analysis and Predictions of the Game of Thrones' character's survivance from 2016
classification data-analysis data-science data-visualization deep-learning game-of-thrones google-colab kaggle keras machine-learning matplotlib python scikit-learn seaborn tensorflow xgboost
Last synced: 04 Feb 2025
https://github.com/jofaval/ionosphere
Binary Classification of Ionosphere signals at Goose Bay, Labrador in 1988
data-analysis data-science data-visualization deep-learning google-colab keras machine-learning python scikit-learn tensorflow uci xgboost
Last synced: 04 Feb 2025
https://github.com/uranusx86/addernet-on-tensorflow
a implementation of neural network with almost no multiplication with tensorflow 2 (Adder Net)
adder addernet ai artificial-intelligence cnn custom-layer deep-learning deep-neural-networks image-classification implementation implementation-of-research-paper keras lightweight mnist neural-network tensorflow tensorflow2
Last synced: 21 Jan 2025
https://github.com/grascya/forecasting-electricity-by-hour-rnn-vs-lstm
Explore the Production and Consumption of Electricity produced by different types of energy sources and build an RNN and LSTM to forecast them
deep-neural-networks electricity keras lstm-neural-networks rnn-model tensorflow2
Last synced: 09 Feb 2025
https://github.com/shrunsprint89/yfinstockscreeners
Python/Jupyter notebooks that attempt to read stock market data from Yahoo Finance and predict future values based on ML Models
jupyter keras python stock tensorflow
Last synced: 09 Feb 2025
https://github.com/prayash/deep-learning
Lessons in ML
deep-learning keras neural-networks python
Last synced: 24 Dec 2024
https://github.com/djdhairya/potato-disease-classification-
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn cnn-classification cnn-keras convolutional-neural-networks deeplearning keras keras-tensorflow machine-learning potato python3 tenserflow
Last synced: 07 Jan 2025
https://github.com/jorgechato/cool-fst
Keras implementation for fast-style-transform CNN
Last synced: 28 Dec 2024
https://github.com/dyarleniber/hands-on-machine-learning
This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.
ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow
Last synced: 13 Jan 2025
https://github.com/tech-warriors-corporation/harvtech-vegetables-health-ai
The AI project to assess the health of vegetables for HarvTech.
agribusiness ai flask keras python tensorflow
Last synced: 07 Jan 2025
https://github.com/adrian-lorenzo/xray-pneumonia-detection
Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images
convolutional-neural-networks keras tensorflow x-ray-images xception
Last synced: 27 Jan 2025
https://github.com/mustafaozvardar/image-classification-webapp
This project features an AI model for diagnosing pneumonia from chest X-ray images. Users can upload a chest X-ray image through the app, and the model will classify it.
artificial-intelligence computer-vision keras numpy python streamlit streamlit-webapp tensorflow
Last synced: 09 Feb 2025
https://github.com/harshuljain13/dogsbreedclassification
Classifying the dogs breed using transfer learning in DeepLearning
deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning
Last synced: 30 Dec 2024
https://github.com/jiashenc/arm-keras
Base image for running Keras on Raspberry Pi
armv7 docker docker-image keras keras-tensorflow tensorflow
Last synced: 21 Jan 2025
https://github.com/adrianmarino/object-detector
Detect objects in images, videos and webcam streaming
cnn conda keras machine-learning opencv3 python3 yolov3
Last synced: 24 Jan 2025
https://github.com/smontazeriuh/infant-data-science-challenge
The classifier and a test Python script for the winning model in the data science challenge held by AI4NICU in conjunction with the Infant Center: “Classification of Abnormal EEG Background Activity in Newborn Infants,” which ran from June 1st to August 30th, 2022.
Last synced: 09 Feb 2025
https://github.com/adrianmarino/recommendation-system-approaches
Recommendation system approaches
deep-learning keras modin movielens ray recommender-system spark tensorflow
Last synced: 24 Jan 2025
https://github.com/reubenjohn/distributed-tf-keras-rl
Demonstration of distributed Tensorflow Reinforcement Learning with Keras
distributed-computing keras keras-tensorflow machine-learning python reinforcement-learning tensorflow
Last synced: 21 Jan 2025
https://github.com/jlgregorio/pointnet-keras
Custom implementation of PointNet classifier using Keras 3
Last synced: 07 Jan 2025
https://github.com/kshrikant7/cyber_bullying_lstm
Cyberbullying Detection using LSTM Algorithm
cyberbullying-detection flask keras neural-networks nlp nltk numpy pandas tensorflow website
Last synced: 01 Feb 2025
https://github.com/saivarunk/lstm-bitcoin-prediction
Predicting Bitcoin Price using LSTM
keras lstm price-prediction time-series
Last synced: 08 Jan 2025
https://github.com/g-eoj/kaggle-mnist
MNIST classification with a low parameter convolutional neural network based on inception modules.
cnn deep-learning inception keras mnist
Last synced: 21 Jan 2025
https://github.com/armanjscript/tensorflow-projects
Tensorflow 2.x Projects
deep-learning deep-reinforcement-learning keras matplotlib python tensorflow2
Last synced: 02 Feb 2025
https://github.com/justnem/deep-research
My own open source implementation of OpenAI's new Deep Research agent. Get the same capability without paying $200. You can even tweak the behavior of the agent with adjustable breadth and depth. Run it for 5 min or 5 hours, it'll auto adjust.
agent ai bert keras matplotlib neural-networks nlp numpy o3-mini openai python pytorch-tutorial reinforcement-learning vercel-ai-sdk
Last synced: 11 Feb 2025
https://github.com/devmunoz/avocado-price-predictor
Machine Learning Project
hyperparameter-tuning hyperparameters keras keras-tensorflow machine-learning pandas python temporal-series
Last synced: 02 Feb 2025
https://github.com/n3pdf/ganpdfs
Generative Adversarial Networks (GANs) for MC PDF replicas.
gans hep-ph high-energy-physics keras machine-learning python tensorflow
Last synced: 08 Jan 2025
https://github.com/ramy-badr-ahmed/higgs-dataset-training
Training Higgs Dataset with Keras - https://doi.org/10.5281/zenodo.13133945
binary-classification cuda-toolkit cupy dask dask-dataframes higgs-boson keras keras-tensorflow matplotlib matplotlib-python numpy pandas pandas-dataframe scikit-learn uci-dataset uci-machine-learning
Last synced: 09 Feb 2025
https://github.com/numblr/datagenerator
Python library to generate batches of data to train Keras models
batch data-generator generator keras
Last synced: 01 Feb 2025
https://github.com/md-emranhossen/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn-classification cnn-keras convolutional-neural-networks data-science deep-learning keras keras-tensorflow python3 tensorflow
Last synced: 09 Feb 2025
https://github.com/gregoritsch3/dl_cnn_resnet50_digitrecognition
A Deep Learning Computer Vision project on the MNIST Digit Dataset. The project demonstrates the use of four TensorFlow Neural Network architectures, ranging from a basic Shallow Sigmoid Model to a Deep Convolutional Model constructed using the FunctionalAPI, and even a modified Resnet50 Model. Includes Error Analysis and test runs on real images.
cnn convolutional-neural-networks cv2 keras matplotlib numpy resnet-50 tensorflow
Last synced: 08 Jan 2025
https://github.com/mpoojithavigneswari/sentiment-analysis
The primary goal of this project is to build a sentiment analysis model that can predict the sentiment of a given review (positive or negative).
deep-learning keras machine-learning nlp python rnn-lstm scikit-learn tensorflow
Last synced: 09 Feb 2025
https://github.com/alisatodorova/book-recommender
Comparison of Hybrid Book Recommender Systems: Matrix Factorization with Neural Networks vs. Neural Collaborative Filtering with Attention
book-recommendation-system collaborative-filtering keras machine-learning matrix-factorization neural-network recommender-system tensorflow
Last synced: 09 Feb 2025
https://github.com/ankitpundir7/group-face-emotion-recognition
This project can identify and categorize human emotions in both static and dynamic context. Duration : Jun 2023 - Jul 2023
convolutional-neural-networks deep-learning keras machine-learning-algorithms numpy opencv python tensorflow
Last synced: 09 Feb 2025
https://github.com/ayekaunic/image-duplication-and-similarity-detection
Detecting duplicity & similarity among images.
duplicate-detection imagehash keras similarity-scores tensorflow vgg16
Last synced: 21 Jan 2025
https://github.com/aminkhavari78/abalone-data-set-
Abstract: Predict the age of abalone from physical measurements
keras linear-models matplotlib neural-network num panda sklearn tensorflow
Last synced: 19 Jan 2025
https://github.com/redtius/talkpole
🤖🔍 An AI Model that determines sentence sentiment polarity.
cnn-model convolutional-neural-networks deep-learning deep-neural-networks flask keras long-short-term-memory-models nlp python sentiment-analysis sentiment-classification sentiment-polarity tensorflow
Last synced: 09 Feb 2025
https://github.com/carlthome/tfjs-gradcam
Grad-CAM implementation in TensorFlow JS.
gradcam imagenet keras tensorflow-js
Last synced: 02 Jan 2025
https://github.com/guettafa/fashionrecognition-nn
Classification model using the Fashion MNIST Dataset from Zalando with Keras and Tensorflow
Last synced: 02 Feb 2025
https://github.com/fred353/keras-yolo4
About A Keras implementation of YOLOv4 (Tensorflow backend)
Last synced: 02 Feb 2025
https://github.com/burakahmet/handwriting-digit-recognition
Instant handwriting digit classification with mnist dataset and TensorFlow
artificial-intelligence artificial-neural-networks cnn colab-notebook convolutional-neural-networks data-augmentation handwritten-digit-recognition image-processing keras mnist model numpy pillow python tensorflow tensorflow-examples tensorflow-models tkinter tkinter-canvas tkinter-graphic-interface
Last synced: 21 Dec 2024
https://github.com/sanjana-janagani/python-chatbot-using-dl
This code trains a chatbot utilizing technologies such as Pandas and Pickle to load, preprocess, and vectorize datasets, ensuring they are ready for model training and evaluation, uses keras and Tokenizer to design and implement a deep learning model using LSTM
accuracy deep-learning keras lstm neural-network optimization pandas pickle python rmsprop softmax tokenizer
Last synced: 21 Jan 2025
https://github.com/surajiyer/machine-learning
Foundation of data mining, 2016-17
clustering convolutional-neural-networks deep-learning keras machine-learning recurrent-neural-networks regression tensorflow
Last synced: 04 Feb 2025
https://github.com/namila007/fruits-360-classification
Image classifications done using tensorflow , keras neural networks
keras neural-network tensorflow tensorflow-experiments
Last synced: 21 Dec 2024
https://github.com/lim-calculus/object-localization-with-tensorflow
Coursera Guided Project Network : Object Localization with Tensorflow
computer-vision convolutional-neural-networks deep-learning keras neural-network object-localization tensorflow tensorflow-tutorials
Last synced: 21 Dec 2024
https://github.com/emhash/machine-learning-and-ai
Personal tasks or codes of Machine Learning and Artificial Intelligence. Practice codes and projects of Ml/AI will be share here.
ai datasets ipynb jupyter-notebook keras linear-regression logistic-regression machine-learning machine-learning-algorithms numpy opencv pandas python seaborn sklearn tensorflow
Last synced: 11 Oct 2024
https://github.com/pilgrimtabby/ml-image-classifier
Convolutional neural network made using Keras that classifies images from the CIFAR-10 dataset.
ai artificial-intelligence cifar10 jupyter-notebook keras keras-classification-model keras-neural-networks machine-learning neural-network python
Last synced: 21 Dec 2024
https://github.com/caiocarneloz/kerfex
Keras generic feature extraction using pre-trained CNN's.
cnn feature-extraction image-recognition imagenet keras
Last synced: 21 Dec 2024
https://github.com/aghabeiki/keras-predict
A Node.JS Native add-ons to run Keras trained model.
cpp17 keras ml napi nodejs prediction
Last synced: 21 Dec 2024
https://github.com/sinavahabi/machinevisionminiproject
Image Classification
artificial-intelligence artificial-neural-networks deep-learning image-classification image-processing image-recognition image-validation ipython-notebook jupyter-notebook jupyter-notebooks keras machine-learning machine-vision python tensorflow
Last synced: 11 Oct 2024
https://github.com/phtrempe/conviz
Conviz is a convolutional neural network layer visualization library developed in Python and used with Keras.
convolutional-layers convolutional-networks convolutional-neural-networks keras python python-3 python3 tensorflow theano visualization
Last synced: 21 Dec 2024
https://github.com/amirjahantab/cifar-10
This project showcases the classification of the CIFAR-10 dataset using three different neural network architectures: a Linear Model, an Artificial Neural Network (ANN), and a Convolutional Neural Network (CNN)
cifar10 classification cnn convolutional-neural-networks deep-learning keras machine-learning neural-network tensorflow
Last synced: 21 Dec 2024
https://github.com/itsfk/project-5-mnist-cnn
cnn cnn-classification cnn-model keras mnist mnist-classification
Last synced: 13 Jan 2025
https://github.com/themihirmathur/kiddis
This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.
aws-ec2 aws-s3 ci-cd-pipeline docker dvc-pipeline keras mlflow mlops python tensorflow
Last synced: 11 Jan 2025
https://github.com/barseghyanartur/seefar10
Building CIFAR10 with Keras
cifar-10 keras keras-tensorflow machine-learning
Last synced: 18 Jan 2025
https://github.com/lakshitalearning/codsoft
Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.
churn-prediction codsoft codsoftinternship deep-learning handwritten-text-recognition internship-project keras machine-learning python rnn-tensorflow scikit-learn spam-detection
Last synced: 21 Dec 2024
https://github.com/pratikshk16/nlp_in_tensorflow
I completed the TensorFlow NLP course on Coursera, covering sentiment analysis, word embeddings, and sequence models. This repo contains Jupyter notebooks for each week's assignments, along with notes and data used throughout the course. Dive into my work on text processing and text generation!
cnn keras lstm natural-language-generation natural-language-processing neural-network tensorflow
Last synced: 21 Dec 2024
https://github.com/viddesh1/hte
Implementation of the TCS ION Remote Internship RIO-125
ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow
Last synced: 05 Jan 2025
https://github.com/ashishtukaral/sign-language-recognition-using-ai
A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.
ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow
Last synced: 21 Dec 2024
https://github.com/hitthecodelabs/facesight
Flask application designed for Facial analysis and recommendation generation
cnn flask keras pil pillow python tensorflow
Last synced: 04 Feb 2025
https://github.com/imprvhub/classification-handwritten-digits-jbrains
Classification of Handwritten Digits (Python / Introduction To Data Science) - Graduate Project Completed By Iván Luna, August 25, 2023. - For Hyperskill (Jet Brains Academy). Course: Introduction To Data Science.
data-science dataset keras keras-tensorflow learning machine python
Last synced: 15 Jan 2025
https://github.com/matimortari/shakespeare
Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.
keras lstm neural-network numpy python shakespeare tensorflow
Last synced: 21 Dec 2024
https://github.com/jorgechato/sauce
Super smart, super custom autocomplete code. AI to build code with you. You can implement it in a plugin for example:
keras public python tensorflow
Last synced: 28 Dec 2024
https://github.com/chesterxalan/licenseplaterecognition-keras
A Taiwanese license plate recognition (LPR) system in Keras.
ai deep-learning jupyter-notebook keras license-plate-recognition python taiwanese
Last synced: 16 Jan 2025
https://github.com/shimaa83/x-ray
deep learning model to classify x-ray
class-weights deep-learning fine-tuning implancec keras vgg16 vgg19
Last synced: 21 Dec 2024
https://github.com/matteofasulo/transformers-sentence-reconstruction
Sentence Reconstruction using Transformer Model
keras keras-nlp tensorflow transformers
Last synced: 11 Feb 2025
https://github.com/chesterxalan/classwork-applicationfordeeplearning-python
The classwork from Application for Deep Learning in Python.
ai classwork deep-learning jupyter-notebook keras python
Last synced: 16 Jan 2025
https://github.com/bharath-tars/deeptumor2.0
DeepTumor2.0 is a project aimed at developing a flask webapp with robust front end and highly trained model using tensorflow in the backend with several features like with automatic html template reporting. **NOTE: DeepTumor2.0 has been moved from Azure to On-Render to save costs**
css datetime docs flask github html javascript keras numpy onrender os pandas python sheety smtp tensorflow
Last synced: 21 Dec 2024
https://github.com/zarah573/ml-malwaredetection
Final project for machine learning course using Android Malware Detection Kaggle Dataset.
classification kaggle keras neural-network python tensorflow
Last synced: 21 Dec 2024
https://github.com/rampal-punia/data-science-toolkit
Your Go-To Resource for Essential Data Science Related Commands, Concepts, Quick Overviews and Useful Functions.
artificial-intelligence data-science keras machine-learning matplotlib nlp nlp-machine-learning numpy pandas pythorch sql tensorflow
Last synced: 21 Dec 2024
https://github.com/minhosong88/cnns_food_classification
This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.
adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow
Last synced: 21 Dec 2024
https://github.com/adityapathakk/cats-vs-dogs
Couldn't decide if I saw a cat or a dog, so I made a guide on CNNs & Transfer Learning with the Dogs Vs Cats dataset on Kaggle (check README.md).
cats-vs-dogs cnn-classification deep-learning kaggle keras python tensorflow transfer-learning
Last synced: 21 Dec 2024
https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net
A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.
cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation
Last synced: 21 Dec 2024
https://github.com/shibasishb2/computer-vision
Build a robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize human involvement
convolutional-neural-networks image-processing keras tensorflow transfer-learning
Last synced: 21 Dec 2024
https://github.com/svtter/keras3-template
A simple template for keras3 project.
Last synced: 21 Dec 2024
https://github.com/venkat-a/stocks-price-analysis-and-recommendation
Analyzing and predicting the stock prices,multiple machine learning models, including LSTM (Long Short-Term Memory), Prophet, and others
arima bollinger-bands keras lstm minmaxscaler prophet-facebook sarimax-model tensorflow timeseries-forecasting
Last synced: 21 Dec 2024
https://github.com/amber-abuah/rnn-poem-generation
Recurrent Neural Network that can infinitely generate poetry, trained using Tensorflow.
generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow
Last synced: 21 Dec 2024
https://github.com/companyakis/tf-deeplearning
Deep Learning AI
ai deep-learning deepreinforcementlearning gans keras nlp tensorflow
Last synced: 21 Dec 2024
https://github.com/yash-rewalia/emotion_detection_cnn_deep_learning
This project focuses on emotion detection using Convolutional Neural Networks (CNN), implementing and comparing four models: a custom CNN, a custom CNN with data augmentation, VGG16, and ResNet50v2 for accurate emotion recognition from images.
deep-learning deep-neural-networks emotion-detection keras machine-learning python tensorflow
Last synced: 21 Dec 2024
https://github.com/abhaypancholi/transformer_summarizer
This project is focused on making use of the transformer as a summarizer while using the two form of attention mechanism. All the code for the transformer is implemented from scratch in order to understand the in-depth working of each component.
attention-mechanism encoder-decoder-model keras natual-language-processing tensorflow transformer transformer-architecture
Last synced: 21 Dec 2024
https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations
This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.
jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode
Last synced: 21 Dec 2024