Diabetes Glucose Prediction ML Frameworks

ML applications for predicting diabetes risk and blood glucose levels in patients. Includes early detection systems, personalized glucose forecasting, and diabetes risk stratification. Does NOT include general health prediction, obesity/nutrition prediction, or other disease prediction systems.

There are 134 diabetes glucose prediction frameworks tracked. The highest-rated is Aditya-Mankar/Diabetes-Prediction at 49/100 with 164 stars.

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#	Framework	Score	Tier	Stars	Language
1	Aditya-Mankar/Diabetes-Prediction Predict Diabetes using Machine Learning.	49	Emerging	164	Jupyter Notebook
2	replicahealth/GluPredKit GluPredKit aims to make blood glucose model training and prediction more accessible.	49	Emerging	31	Python
3	oladimeji-kazeem/diabetes-detection-using-ai This repository contains code and resources for detecting diabetes using...	43	Emerging	4	TypeScript
4	yixiangD/AccurateBG Patient-specific blood glucose prediction using deep learning, considering...	42	Emerging	53	Python
5	Dragsters/Nutrihelp An android application to predict risks of getting Diabetes like major health issues.	42	Emerging	20	Jupyter Notebook
6	ditikrushna/End-to-End-Diabetes-Prediction-Application-Using-Machine-Learning In this project, the objective is to predict whether the person has Diabetes...	41	Emerging	187	HTML
7	MrKhan0747/Diabetes-Prediction Machine learning approach to detect whether patien has the diabetes or not....	39	Emerging	112	Jupyter Notebook
8	OHDSI/DeepPatientLevelPrediction An R package for performing patient level prediction using deep learning in...	38	Emerging	14	R
9	UznetDev/Diabetes-Prediction Diabetes Prediction with AI & Machine Learning model and visualisation with...	37	Emerging	8	Jupyter Notebook
10	nileshparab42/Diabetes-Detection A diabetes detection machine learning project involves using data and...	37	Emerging	19	Jupyter Notebook
11	aryashah2k/Prediction-Of-PCOS-Using-Optimized-ML-Classifiers Official Code Files For My Research Paper Presented at 3rd International...	36	Emerging	22	Jupyter Notebook
12	IVerse-VDV/diabetes-prediction-deep-learning A web app that predicts diabetes using a deep learning model. Built with...	36	Emerging	2	Jupyter Notebook
13	Green-AI-Hub-Mittelstand/Training-and-Prediction-Toolbox-for-3D-Printable-Orthopedic-Insoles A software stack to collect pedobarographic and user data to train a custom...	35	Emerging	11	Jupyter Notebook
14	nano-bot01/Diabetes-Prediction-System Diabetes Prediction System using support vector classifier and its...	33	Emerging	8	Jupyter Notebook
15	IrinaStatsLab/GlucoBench The official implementation of the paper "GlucoBench: Curated List of...	33	Emerging	31	Jupyter Notebook
16	Sabyasachi-Seal/DiabetesPredictor A Diabetes Predicting Web App.	33	Emerging	11	Jupyter Notebook
17	SuperDataScience-Community-Projects/SDS-CP011-predicting-diabetes Analyzing factors effecting diabetes and predicting at risk patients using...	32	Emerging	3	Jupyter Notebook
18	Abhinandan-Khurana/Daijobu This is a basic machine learning and deep learning based Diabetes prediction app.	31	Emerging	2	HTML
19	NithinU2802/Diabetes_parkinson-Disease-Prediction Final Year Project to train the model for Diabetes and Parkinson Prediction...	31	Emerging	16	Jupyter Notebook
20	ziqinyeow/ingbetic Ingredient to Sugar Level Estimation (from training in Python to edge...	30	Emerging	6	TypeScript
21	amangupta143/Diabetes-Prediction-System This repository contains code for building a K-Nearest Neighbors (KNN) model...	30	Emerging	2	HTML
22	Nandha1504/Calories-Burnt-Prediction 🏃♂️ Predict calories burnt with a machine learning model that analyzes...	30	Emerging	1	Python
23	tarekmasryo/pima-diabetes-pipeline End-to-end diabetes risk prediction pipeline (Pima): EDA → feature...	29	Experimental	8	Jupyter Notebook
24	KOSASIH/artificial-pancreas An open-source software platform for managing diabetes using a closed-loop...	29	Experimental	7	JavaScript
25	akanshu11121/Diabetes-Detection-using-Neural-Network Diabetes Mellitus (DM), commonly known as diabetes, is a group of metabolic...	29	Experimental	15	Jupyter Notebook
26	Anamicca23/Muli-Class-Obesity-Risk-Level-Prediction-Project-using-ML Advancing Healthcare with 91% Accurate Prediction of Obesity Risk Levels...	27	Experimental	8	Jupyter Notebook
27	CatalystsReachOut/Diabetes-Prediction-Using-SVM In this case, we train our model with several medical informations such as...	27	Experimental	8	Jupyter Notebook
28	boradesanket13/Diabetes-prediction-webapp This diabetes prediction webapp. In this project, a Kaggle database is used...	27	Experimental	5	HTML
29	BubbleeTea/Diabetes-Prediction Final year major project. AI based Diabetes prediction model using ML...	26	Experimental	7	Jupyter Notebook
30	andreimargeloiu/WPFS Weight Predictor Networks with Sparse Feature Selection for Small Size...	26	Experimental	20	Python
31	curiousily/Logistic-Regression-with-TensorFlow-js Predict diabetes disease using a Logistic Regression with TensorFlow.js	26	Experimental	9	JavaScript
32	minhAI2045/Build-model-predicting-diabetes Deep Learning; Machine Learning ; Sklearn ; Seaborn ;Matplotlib; Pycharm	26	Experimental	7	Jupyter Notebook
33	Rishabh1925/diabetes-prediction-matlab A MATLAB-based GUI tool that predicts diabetes risk using machine learning...	26	Experimental	9	MATLAB
34	NhanPhamThanh-IT/SVM-Diabetes-Prediction 🩺 Machine Learning diabetes prediction model using Support Vector Machine...	26	Experimental	15	Jupyter Notebook
35	amankumar11/Diadictor Predict your chances of having diabetes just by entering some information	25	Experimental	3	HTML
36	CodeByPinar/Diabetes_Health_Prediction_and_Analysis A comprehensive project to predict and analyze diabetes health data using...	25	Experimental	11	Jupyter Notebook
37	souvikrana17/Predicting-Calorie-Expenditure A machine learning project to predict calorie expenditure using feature...	25	Experimental	5	Jupyter Notebook
38	eboekenh/Diabetes_Prediction_ML_CART Diabetes onset prediction using CART decision tree — healthcare ML with...	25	Experimental	5	Python
39	Rishabh1925/intel-diabetes-predictor Machine learning diabetes risk predictor using KNN classifier. Built as part...	25	Experimental	8	Jupyter Notebook
40	sandibaeva52/Early-stage-diabetes-risk-prediction-analysis This dataset contains the sign and symptom data of newly diabetic or...	25	Experimental	7	Jupyter Notebook
41	shubham5027/Diabetes-Prediction-webapp-using-Machine-Learning A Diabetes Prediction web app using machine learning is an application that...	24	Experimental	5	Jupyter Notebook
42	PhamNguyenDev3/diabetes-diagnosis-advice Website chuẩn đoán bệnh tiểu đường	24	Experimental	5	Jupyter Notebook
43	SaiJeevanPuchakayala/Diabetes-Risk-Calculator This is an End-to-End Data Science project which can predict whether a...	24	Experimental	5	HTML
44	erikdeluca/Blood-Donors Analyses, predictive models, and a monitoring dashboard to forecast future...	23	Experimental	—	Jupyter Notebook
45	PialGhosh2233/Diabetes_prediction_using_ml Machine learning project aimed at predicting diabetes using patient health data	23	Experimental	3	Jupyter Notebook
46	Pavansomisetty21/Diabetes-prediction-using-DNNClassifier we predict diabetes using DNNClassifier	23	Experimental	3	Jupyter Notebook
47	Gagniuc/Diabetes-prediction-1.0 Diabetes prediction V1.0 uses the Markov Chains method. First, this VB6...	23	Experimental	25	Visual Basic 6.0
48	Derio001/Chad-malnutrition-prediction ML pipeline predicting child malnutrition risk in Chad using DHS 2014...	23	Experimental	1	Jupyter Notebook
49	asma-hachaichi/Prediction-of-Obesity-Risk This notebook presents a concise analysis for predicting obesity risk using...	23	Experimental	3	Python
50	haroldeustaquio/Pima-Diabetes-Prediction This project implements a complete machine learning pipeline to predict...	22	Experimental	8	Jupyter Notebook
51	CH-RAFAY/Diabetes-Prediction-ML Machine learning project that predicts diabetes using patient medical data...	22	Experimental	—	Jupyter Notebook
52	Douha-MAJRI/obesity-diagnosis-ml End-to-end ML pipeline for obesity classification (7 classes) · Random...	22	Experimental	—	Jupyter Notebook
53	Nullkernel/Diabetes-Prediction-ML A full-stack demo that predicts diabetes from the Pima Indians Diabetes...	22	Experimental	1	JavaScript
54	PratikKalsariya/Machine-Learning_Diabetes-Challenge Machine learning project predicting diabetes using Pima Indians dataset —...	22	Experimental	—	Jupyter Notebook
55	mohd-awn/diabetes-prediction End-to-end machine learning project for diabetes prediction (88% accuracy)	21	Experimental	—	Jupyter Notebook
56	yadvi12/Diabetx A diabetes prediction webapp	21	Experimental	1	HTML
57	chethanhn29/Diabetes-Prediction-Using-Machine-Learning Data Science Capstone Project To Build a model to accurately predict...	21	Experimental	9	Jupyter Notebook
58	emirhanai/AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin I developed Machine Learning Software with multiple models that predict and...	21	Experimental	10	Python
59	salarMokhtariL/Diabetes-Prediction Diabetes prediction is the use of data and algorithms to determine the...	21	Experimental	1	Jupyter Notebook
60	LORD-BASALI-69/SVM-Diabetes-Prediction Predict diabetes risk using a Support Vector Machine model. Achieve high...	21	Experimental	—	Jupyter Notebook
61	Tanwar-12/BLOOD-DONATION-PREDICTION- Blood donation prediction involves developing a model to predict whether an...	20	Experimental	6	Jupyter Notebook
62	drujensen/diabetes Crystal SHAINet example using Pima Indians dataset for Diabetes	20	Experimental	6	Crystal
63	pablo-reyes8/neuralnet-diabetes-prediction This repository delivers a concise end-to-end pipeline for predicting...	20	Experimental	3	Jupyter Notebook
64	muqadasejaz/Diabetes-Prediction-System The Diabetes Prediction System is a machine learning-powered tool designed...	20	Experimental	3	Jupyter Notebook
65	shervinnd/Blood-Donor-Availability-Predictor A deep learning model to predict blood donor availability using TensorFlow...	20	Experimental	4	Jupyter Notebook
66	leithchqoubi123-cpu/AI-for-Diabetes Moteur prédictif de risque du diabète de type 2 et outil d'aide à la...	19	Experimental	1	Jupyter Notebook
67	BlazeStorm001/bg-pred Blood Glucose Forecasting using LSTM using Real Type 1 Diabetic Patient Data.	18	Experimental	2	Jupyter Notebook
68	Osagani31/Diabetic_Prediction_System a Diabetes Prediction System using Machine Learning to identify whether a...	18	Experimental	3	Jupyter Notebook
69	FarshidKeivanian/Intelligent-feature-subset-selection-for-body-fat-prediction-using-Fuzzy-GA-MLP-model FBGA-MLP model (hybrid machine learning model)	18	Experimental	2	MATLAB
70	chinni-d/diabetes_predictor Diabetes prediction system using ensemble machine learning techniques for...	18	Experimental	1	TypeScript
71	apoorvrajdev/diabetes-risk-prediction-ai Machine learning based diabetes risk prediction system with an interactive...	17	Experimental	1	Jupyter Notebook
72	colinzyang/DiabetesPredictor Machine learning product for Diabetes prediction utilizing the BRFSS 2015...	17	Experimental	—	R
73	ChanMeng666/bodyfat-estimation-mlp 【This repo runs on caffeine and stars - fuel us up! ⭐️】A deep learning...	17	Experimental	—	Jupyter Notebook
74	Jackoviic/Diabetes-Progression-Prediction Diabetes progression prediction using Multiple Linear Regression in NumPy 🧮...	17	Experimental	—	JavaScript
75	amcatia/diabetes-detection Machine learning project for diabetes prediction	17	Experimental	—	HTML
76	Hafeez-UrRehman/Diabeties-Prediction This project focuses on predicting the likelihood of diabetes in individuals...	17	Experimental	1	Jupyter Notebook
77	Sandbergo/online-diabetes-predictor :hospital: Predicting the possibility of diabetes from physiological data	17	Experimental	1	JavaScript
78	GazaliAhmad/diabetes-ml-faceoff Math vs. Logic: A Machine Learning faceoff comparing Polynomial Logistic...	17	Experimental	—	Jupyter Notebook
79	Nitesh-thapliyal/Diabetes-Predictor-App Flutter App for diabetes prediction using Deep learning model as a backend.	17	Experimental	1	Jupyter Notebook
80	Nikelroid/diabetes-prediction A comparative analysis of machine learning models in R to predict diabetes...	16	Experimental	2	R
81	AnmolPatel20/Decision-Tree-Implementation Decision Tree projects covering Classification (Iris) and Regression...	15	Experimental	1	Jupyter Notebook
82	nurulainifauziah99/Algoritma-KNN-mendeteksi-Penyakit-Diabetes Menggunakan 5 variabel berkorelasi tinggi terhadap label target sehingga...	14	Experimental	—	Jupyter Notebook
83	kubaamarczak/diabetes-prediction-system Diabetes prediction system using Logistic Regression, Decision Tree and...	14	Experimental	—	Jupyter Notebook
84	YifanHe0126/diabetes-multiclass-prediction Multi-class diabetes prediction and model evaluation on imbalanced health data	14	Experimental	—	—
85	Adi-mn/BloodBankManagementSystem A Blood Bank Management System that uses machine learning to predict blood...	14	Experimental	—	JavaScript
86	sucharitha1812/obesity-classification-ml Obesity level classification using SVM, Decision Tree, and Random Forest...	14	Experimental	—	Jupyter Notebook
87	NgaVan22/diabetes-prediction-svm Data Mining project using SVM to predict diabetes	14	Experimental	—	Jupyter Notebook
88	g-cer/explainable-glucose-forecasting Reproducible ML pipeline for short-term blood glucose prediction in Type 1 Diabetes.	14	Experimental	—	Jupyter Notebook
89	wilcojas/diabetes-indicators-ml-and-cnn 🥦 Analyze diabetes risk using machine learning and classify vegetable images...	14	Experimental	—	Jupyter Notebook
90	Shwetatiwari05/Machine-Learning-Projects This project focuses on building a machine learning classification model to...	14	Experimental	—	Jupyter Notebook
91	bhava5526/Early-Diabetes-Detection 🔍 Predict diabetes early using machine learning techniques on a dataset of...	14	Experimental	—	Jupyter Notebook
92	Elikatee/diabetes-indicators-ml-and-cnn 🥦 Analyze diabetes risk with machine learning and classify vegetable images...	14	Experimental	—	Jupyter Notebook
93	Cincere19/kaggle-diabetes-competition 🩺 Predict diabetes risk using an end-to-end machine learning pipeline,...	14	Experimental	—	Python
94	dwninii/diabetes_risk_prediction_in_women This study aims to explore the impact of incorporating multiple predictors...	14	Experimental	—	Jupyter Notebook
95	mfh-001/Diabetes-Classification-PCA End-to-end ML diagnostic pipeline on 768 clinical records. Logistic...	14	Experimental	—	Jupyter Notebook
96	amirHosseinEz/diabetes_prediction Prediction of diabetes using logistic regression	13	Experimental	12	Python
97	Gohan-debugK/Diabetes-Prediction-System 🩸 Predict diabetes risk using this intuitive system, helping individuals...	13	Experimental	—	Jupyter Notebook
98	AbdoAarab/Diabetes-Ai-Test Predict whether a person has diabetes or not using Machine Learning	13	Experimental	—	Jupyter Notebook
99	AYESHAASS/DIABETES-ML-MODEL-COMPARISON A modular machine learning pipeline comparing 6 classifiers for diabetes...	13	Experimental	—	Python
100	AYESHAASS/Diabetes-Prediction-BiLSTM BiLSTM-based diabetes prediction system with preprocessing, training...	13	Experimental	—	Jupyter Notebook
101	MuhammadUmerMehmood/Forecasting-Glucose-Levels-in-Type-1-Diabetes-Using-Time-Series-Approaches- Forecasting-Glucose-Levels-in-Type-1-Diabetes-Using-Time-Series-Approaches-	13	Experimental	—	Jupyter Notebook
102	GraysonWills/kaggle-diabetes-dataset-pima Kaggle dataset: Diabetes Dataset Pima	13	Experimental	—	—
103	aarogyaojha/diabetes-prediction Diabetes prediction system using the Pima Indians Diabetes Dataset,...	13	Experimental	—	Jupyter Notebook
104	Rajveer189765/diabetes-risk-prediction machine learning model for diabetes risk prediction using ensemble learning	13	Experimental	—	Jupyter Notebook
105	22761A54C6/Diabetes-predictor-app Diabetes-app for predtion, reason for predition and analytics	13	Experimental	—	HTML
106	GraysonWills/kaggle-ps-s4e2-obesity-risk-multi-class Kaggle competition: PS S4E2 Obesity Risk Multi Class	13	Experimental	—	—
107	TareqAlKushari/People-s-Diabetes-Prediction-Using-Scikit-learn This project showcases a machine learning approach to predicting whether a...	13	Experimental	4	Jupyter Notebook
108	sreelekhakummetha/diabetes-prediction "Flask web app for diabetes prediction using ML"	13	Experimental	—	HTML
109	thekripaverse/Diabetes-Risk-Prediction-using-Decision-Tree A machine learning implementation that utilizes a Decision Tree Classifier...	13	Experimental	—	Jupyter Notebook
110	gou-rab/Diabetes_Detection 🩺 AI-powered Diabetes Detection System using Random Forest Classifier, Flask...	13	Experimental	—	HTML
111	wmouton/diabetes-detection-ai-ml-project This is an Artificial Intelligence Web Application built with Python,...	12	Experimental	1	Python
112	mahvash-siavashpour/Diabetes-Detection The goal of this project was to detect Diabetes using XGBoost based on the...	12	Experimental	8	Jupyter Notebook
113	aliahmad552/diabetes_prediction This is a Data Science project where I built a Diabetes Prediction System....	12	Experimental	4	Jupyter Notebook
114	Abhijith14/Body-Fat-prediction-Regression Body Fat prediction - Regression	12	Experimental	7	Jupyter Notebook
115	SuperDataScience-Community-Projects/SDS-CP035-gluco-track GlucoTrack is a machine learning and deep learning project focused on...	12	Experimental	—	Jupyter Notebook
116	dananjayaabeytd/Diabetes-prediction-app A machine learning project that predicts the likelihood of diabetes based on...	12	Experimental	—	Jupyter Notebook
117	goatdev7/Early-Stage-Diabetes-Risk-Prediction Machine Learning Model trained on Patients data to predict diabetes in a...	12	Experimental	2	Python
118	arsalanjabbari/Diabetes-Prediction Diabetes-Prediction is a project aimed at developing a predictive model for...	12	Experimental	8	Python
119	matinmonshizadeh/Diabetes-Predictor A user-friendly desktop application that utilizes a logistic regression...	11	Experimental	4	—
120	Dev228-afk/Diabetes-Prediction-Deployment WebApp that Predicts whether Patient has Diabetes or Not	11	Experimental	3	HTML
121	aneeshmurali-n/ANN-Diabetes-Prediction Predicting diabetes progression using an Artificial Neural Network (ANN)....	11	Experimental	—	Jupyter Notebook
122	Youssef-Remah/Hypoglycemia_Prediction Intelligent Real-Time Hypoglycemia Prediction System.	11	Experimental	—	Dart
123	nadhif-royal/DecisionTree_vs_SVM_DiabetesPrediction Proyek ini bertujuan untuk memprediksi apakah seseorang menderita diabetes...	11	Experimental	—	Jupyter Notebook
124	faezesarlakifar/diabetes-risk-assessment This repository contains a project developed for module 3 of the FAIKR...	11	Experimental	—	Jupyter Notebook
125	Code-sHimanshu/Diabetes-Prediction-System A web-based Diabetes Prediction app using Flask and a Random Forest model....	11	Experimental	1	Jupyter Notebook
126	moayadeldin/DiaLoop Android/iOS app for Diabetes monitoring and prediction with Predictive...	11	Experimental	4	Dart
127	fatmanurazbas/diabet-project This is a diabetes prediction system based SVM model.	11	Experimental	4	Jupyter Notebook
128	MedAyoubBh/DiabetesPrediction Diabetes Prediction Project	11	Experimental	4	HTML
129	kamruleee51/Diabetes-classification-dataset In this article, we proposed a new labeled diabetes dataset from a South...	11	Experimental	4	—
130	cerenaksoy/Diabetes-Prediction-with-Principal-Component-Analysis-and-Linear-Regression-Methods #DiabetesPrediction, #MachineLearning, #PrincipalComponentAnalysis, #LinearRegression	10	Experimental	2	Python
131	mustafa-hiri/App-GUI-prediction-of-diabetes-with-ANN-and-RF Diabetes is a chronic disease and one of the deadliest diseases and a major...	10	Experimental	2	Python
132	fatimaAfzaal/Diabetes-Prediction-Web-App This repository contains the code for a web-based diabetes prediction...	10	Experimental	2	HTML
133	steve-zeyu-zhang/DiabetesDiagnosis [ACIIDS 2024] DiabetesNet: A Deep Learning Approach to Diabetes Diagnosis	10	Experimental	2	Jupyter Notebook
134	rishita-verma01/Leveraging-Machine-Learning-for-Classification-of-Obesity-Risk-Across-Diverse-Demography Obesity poses major public health risks. This study compares ML models (LR,...	10	Experimental	1	—

Comparisons in this category

Diabetes-Prediction and Diabetes-Detection (49 vs 37) Diabetes-Prediction and DiabetesPredictor (49 vs 33) Diabetes-Prediction and Diabetes-Detection (39 vs 37) Diabetes-Prediction and Diabetes_parkinson-Disease-Prediction (37 vs 31) Diabetes-Prediction and diabetes-prediction-deep-learning (37 vs 36)