Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by mdaiyub
A curated list of projects in awesome lists by mdaiyub .
https://github.com/mdaiyub/diabetes-prediction
Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.
decisiontreeclassifier extratreesclassifier gradientboostingclassifier logisticregression logisticregressioncv machine-learning numpy pandas randomforestregressor seaborn svc xgboost
Last synced: 17 Nov 2024
https://github.com/mdaiyub/temperature-converter
A temperature converter to convert temperature degrees of Fahrenheit (°F), Celsius (°C) and, Kelvin (K)
celsius fahrenheit java kelvin swing-components temperature-converter
Last synced: 17 Nov 2024
https://github.com/mdaiyub/codeforces
Codeforces is a website that hosts competitive programming contests.
Last synced: 17 Nov 2024
https://github.com/mdaiyub/basic-java
To know basic about object-oriented programming language in JAVA.
Last synced: 17 Nov 2024
https://github.com/mdaiyub/machine-learning-a-z
Machine Learning A-Z™ Hands-On Python In Data Science
Last synced: 17 Nov 2024
https://github.com/mdaiyub/heart-disease-prediction
Heart disease describes a range of conditions that affect your heart. Diseases under the heart disease umbrella include blood vessel diseases, such as coronary artery disease, heart rhythm problems (arrhythmia), and heart defects you’re born with (congenital heart defects), among others.
confusion-matrix data-science decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas python random-forest-classifier seaborn svc-svm
Last synced: 17 Nov 2024
https://github.com/mdaiyub/house-price-prediction
Predicting house prices can help determine the selling price of a house in a particular region and can help people find the right time to buy a home.
confusion-matrix decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas random-forest-classifier seaborn svc-svm
Last synced: 17 Nov 2024
https://github.com/mdaiyub/face-mask-detection
Hello, Welcome to my mask detection project
cv2 deep-learning keras-tensorflow matplotlib-pyplot mobilenetv2 numpy os pandas
Last synced: 17 Nov 2024
https://github.com/mdaiyub/pneumonia-detection
About End-to-end deep learning project using TenserFlow
Last synced: 17 Nov 2024
https://github.com/mdaiyub/deep-learning-a-z
Deep Learning A-Z™ Hands-On Python In Data Science
Last synced: 17 Nov 2024
https://github.com/mdaiyub/machine-learning
Machine Learning by Stanford University through Coursera.
Last synced: 17 Nov 2024
https://github.com/mdaiyub/hotel-management-system-using-algorithm
A hotel Management System is an algorithm-based application that allows the hotel manager to handle all hotel activities. The project provides room booking, staff management and other necessary hotel management features
Last synced: 17 Nov 2024
https://github.com/mdaiyub/koala-detection
Object detection is a major area of computer vision applications. For the task I utilized a set of images that contain instances of Koala. The goal is to preprocess the images and build a dataset, train an object detection model using the prepared dataset, and develop an API for getting inferences from the model.
Last synced: 17 Nov 2024
https://github.com/mdaiyub/brain-tumor-grading
I extracted the tumor features according to the data annotation of all four stages of 3D MRI data. And I deployed Graph Neural Networks based on important features such as First Order Statistics, Shape-based (3D), Shape-based (2D), GLCM, GLRLM, GLSZN, NGTDM, and GLDM.
biomarker gnn graph-algorithms pyradiomics python
Last synced: 17 Nov 2024
https://github.com/mdaiyub/feature-selection-strategies
In these works, I'm looking forward to techniques on how we can select the features that will get more our machine learning algorithm accuracy.
Last synced: 17 Nov 2024
https://github.com/mdaiyub/covid-19-detection
The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.
backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow
Last synced: 17 Nov 2024
https://github.com/mdaiyub/big-data-lab
This repository serves as a hub for students, researchers, and enthusiasts interested in diving deep into the realm of big data.
Last synced: 13 Oct 2024