COVID-19 Prediction ML ML Frameworks

Machine learning projects specifically for forecasting COVID-19 cases, deaths, variants, and epidemic trends using predictive modeling. Does NOT include general pandemic dashboards, epidemiological surveys, or non-ML coronavirus analysis tools.

There are 43 covid-19 prediction ml frameworks tracked. 2 score above 50 (established tier). The highest-rated is lisphilar/covid19-sir at 56/100 with 111 stars.

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#	Framework	Score	Tier	Stars	Language
1	lisphilar/covid19-sir CovsirPhy: Python library for COVID-19 analysis with phase-dependent...	56	Established	111	Jupyter Notebook
2	iiscleap/Coswara-Data Data repository of Project Coswara	51	Established	200	Jupyter Notebook
3	CSSEGISandData/COVID-19_Unified-Dataset Unified COVID-19 Dataset	40	Emerging	187	R
4	hollobit/COVID-19-AI Collection of AI resources to fight against Coronavirus (COVID-19)	40	Emerging	26	—
5	madhurimarawat/Predictioneer Predictive modeling for Ebola outbreaks to forecast cases, deaths, and...	40	Emerging	2	Jupyter Notebook
6	emirhanai/Covid-19-Mu-Variant-B.1.621-Prediction-and-Classification-Artificial-Intelligence-Machine-Learning Covid-19 Mu Variant [B.1.621] Prediction and Classification Artificial...	38	Emerging	18	Python
7	emirhanai/Omicron-Variant-RNN-ML-Gen-Prediction-2-Separate-Software--Artificial-Intelligence-in-Health OMICRON VARIANT RNN & ML GEN PREDICTION (2 Separate Software) - Artificial...	36	Emerging	13	Jupyter Notebook
8	Atharv-Chaudhari/Project-Covid Team InfySOARS Presents Project Covid	35	Emerging	6	HTML
9	alessandropalla/CoViD-19-risk-analysis Genetic SEIR model trained using the Coronavirus COVID-19 Global Cases by...	33	Emerging	7	Jupyter Notebook
10	Deep-Brainz/COVID-19 DeepBrainz AI for COVID-19, An End-to-End Auto AI/ML Platform as an AI-first...	30	Emerging	1	Jupyter Notebook
11	bionick87/2019-nCoV Artificial Intelligence model for COVID-2019 analysis	29	Experimental	7	Python
12	yudaleng/COPD-Early-Prediction Code repository for the paper “Deep Learning for Detecting and Early...	29	Experimental	15	Python
13	dakshtrehan/Interactive-Covid-19-Dashboard The project aims at real-time COVID-19 data analysis, recovery rate/death...	29	Experimental	12	Python
14	martinakaduc/BeCaked This is the implementation for our paper about an explainable artificial...	28	Experimental	8	HTML
15	WLDCH/covid19-deaths-prediction Predict the number of deaths due to covid19 in the next two weeks	25	Experimental	11	Python
16	rezamosavi8740/Covid-Dataset-Analysis Analysis and review of the Covid dataset for EDA practice in pandas, numpy,...	25	Experimental	6	Jupyter Notebook
17	Lxnus/covid19 COVID-19 Prediction and Visualization Software	24	Experimental	4	Java
18	hershyz/CRNN Forecast COVID-19 risk in any geographic area using a predictive neural network.	24	Experimental	1	Java
19	chiragbiradar/COVID-19-Vaccination-Analysis The repo contains COVID -19 VACCINATIONS ANALYSIS and time series predection...	23	Experimental	18	Jupyter Notebook
20	AdrianBildea/Covid-19-forecast COVID-19 forecasting for Romania using SIR epidemiological modeling + Google...	22	Experimental	1	Python
21	piyush4267/PredemicAI AI-powered epidemiological forecasting system combining Random Forest and...	22	Experimental	—	Jupyter Notebook
22	Ash515/SearchCorona Search Based COVID-19 Result Generation 🦠🔎	21	Experimental	7	HTML
23	draaslan/covid-19-research-papers-dataset 150k+ published research papers dataset about COVID-19.	19	Experimental	3	—
24	AmineAndam04/Morocco-COVID-19-projections Morocco COVID-19 projections: national and regional level.	17	Experimental	1	HTML
25	Alison-Sousa/paper-epidemiological-predictions AI Risk Prediction for Diseases	15	Experimental	2	Jupyter Notebook
26	gimnathperera/Covid-Prediction 🦠 Covid Prediction app is a machine learning based Covid-19 data analyzing...	15	Experimental	30	Jupyter Notebook
27	hamza2334-tech/covid-mlp 🧠 Predict COVID-19 mortality rates using a Multilayer Perceptron model,...	14	Experimental	—	Python
28	guilherme-cervi-garcia/vaccine-cold-chain Cold chain temperature monitoring — forecast model and Android app	14	Experimental	—	Java
29	SarmaHighOnCode/codecure-epidemic-prediction AI-powered Epidemic Spread Prediction system for the CodeCure Biohackathon,...	14	Experimental	—	Jupyter Notebook
30	heitornolla/Comorbidity-Analysis-in-COVID-19 We reproduce the paper 'Análise de pré-condições existentes em pacientes com...	14	Experimental	—	Python
31	Amz42/Covid-19-Data-ReactJS As we all know, COVID-19 has affected the whole world. So, we decided to...	13	Experimental	—	JavaScript
32	rmehmood786/covid19-time-series-forecasting Clean, time-aware COVID-19 case & death prediction experiments with...	13	Experimental	—	Jupyter Notebook
33	RehanShaikh-ai/covid-19-analysis-and-forecasting Any suggestions, improvements and corrections are appreciated !	13	Experimental	—	Jupyter Notebook
34	ogi02/CovidTracker Мобилно приложение, което помага на хората да разберат дали са заразени...	13	Experimental	—	Java
35	ElhamAryanpur/oswald Machine Learning Prediction For COVID-19 Cases	13	Experimental	—	JavaScript
36	Amazenmb/Covid_Dataset-Analysis-using-Artificial-Neural-Network Analysis of Covid dataset of patients using ANN method (Deep Learning)	11	Experimental	—	Jupyter Notebook
37	GISCheng/global_local Codes for a published work "Global or local modeling for XGBoost in...	11	Experimental	2	Jupyter Notebook
38	samibahig/RecoverProject ML analysis of metabolomic & proteomic data for Long COVID prediction —...	11	Experimental	—	Jupyter Notebook
39	mmuratardag/DS_Covid_DE_vote The project uncovers distinct groups of voter profiles utilizing COVID-19...	11	Experimental	—	R
40	RafetKandar/.Net-Framework-MVC-Covid-Bilgilendirme-Web-Sitesi Covid-19 hakkında bilinmesi gereken genel bilgileri, Türkiye genel covid-19...	11	Experimental	4	JavaScript
41	machinelearningprodigy/covid-19-detection-system It is a Flask-based web application that predicts the likelihood of COVID-19...	11	Experimental	4	HTML
42	imildositoe/coronavirus_predictor Python machine learning Corona virus predictor	10	Experimental	2	Python
43	myfatemi04/Corona-Vision Keep yourself informed about the Coronavirus.	10	Experimental	2	JavaScript