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 35 covid-19 prediction ml frameworks tracked. 1 score above 50 (established tier). The highest-rated is lisphilar/covid19-sir at 52/100 with 111 stars.

Get all 35 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	lisphilar/covid19-sir CovsirPhy: Python library for COVID-19 analysis with phase-dependent...	52	Established	111	Jupyter Notebook
2	iiscleap/Coswara-Data Data repository of Project Coswara	44	Emerging	200	Jupyter Notebook
3	hollobit/COVID-19-AI Collection of AI resources to fight against Coronavirus (COVID-19)	33	Emerging	26	—
4	CSSEGISandData/COVID-19_Unified-Dataset Unified COVID-19 Dataset	33	Emerging	187	R
5	madhurimarawat/Predictioneer Predictive modeling for Ebola outbreaks to forecast cases, deaths, and...	33	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...	31	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...	29	Experimental	13	Jupyter Notebook
8	Atharv-Chaudhari/Project-Covid Team InfySOARS Presents Project Covid	28	Experimental	6	HTML
9	alessandropalla/CoViD-19-risk-analysis Genetic SEIR model trained using the Coronavirus COVID-19 Global Cases by...	26	Experimental	7	Jupyter Notebook
10	NBNARADHYA/covid-vaccine-distribution Code Repository for Covid Vaccine Distribution system	24	Experimental	1	JavaScript
11	Deep-Brainz/COVID-19 DeepBrainz AI for COVID-19, An End-to-End Auto AI/ML Platform as an AI-first...	23	Experimental	1	Jupyter Notebook
12	hershyz/CRNN Forecast COVID-19 risk in any geographic area using a predictive neural network.	22	Experimental	1	Java
13	piyush4267/PredemicAI AI-powered epidemiological forecasting system combining Random Forest and...	22	Experimental	—	Jupyter Notebook
14	yudaleng/COPD-Early-Prediction Code repository for the paper “Deep Learning for Detecting and Early...	22	Experimental	15	Python
15	dakshtrehan/Interactive-Covid-19-Dashboard The project aims at real-time COVID-19 data analysis, recovery rate/death...	22	Experimental	12	Python
16	bionick87/2019-nCoV Artificial Intelligence model for COVID-2019 analysis	22	Experimental	7	Python
17	martinakaduc/BeCaked This is the implementation for our paper about an explainable artificial...	21	Experimental	8	HTML
18	rezamosavi8740/Covid-Dataset-Analysis Analysis and review of the Covid dataset for EDA practice in pandas, numpy,...	18	Experimental	6	Jupyter Notebook
19	WLDCH/covid19-deaths-prediction Predict the number of deaths due to covid19 in the next two weeks	18	Experimental	11	Python
20	Lxnus/covid19 COVID-19 Prediction and Visualization Software	17	Experimental	4	Java
21	chiragbiradar/COVID-19-Vaccination-Analysis The repo contains COVID -19 VACCINATIONS ANALYSIS and time series predection...	16	Experimental	18	Jupyter Notebook
22	AdrianBildea/Covid-19-forecast COVID-19 forecasting for Romania using SIR epidemiological modeling + Google...	15	Experimental	1	Python
23	SarmaHighOnCode/codecure-epidemic-prediction AI-powered Epidemic Spread Prediction system for the CodeCure Biohackathon,...	14	Experimental	—	Jupyter Notebook
24	guilherme-cervi-garcia/vaccine-cold-chain Cold chain temperature monitoring — forecast model and Android app	14	Experimental	—	Java
25	hamza2334-tech/covid-mlp 🧠 Predict COVID-19 mortality rates using a Multilayer Perceptron model,...	14	Experimental	—	Python
26	samibahig/RecoverProject ML analysis of metabolomic & proteomic data for Long COVID prediction —...	14	Experimental	—	Jupyter Notebook
27	heitornolla/Comorbidity-Analysis-in-COVID-19 We reproduce the paper 'Análise de pré-condições existentes em pacientes com...	14	Experimental	—	Python
28	Ash515/SearchCorona Search Based COVID-19 Result Generation 🦠🔎	14	Experimental	7	HTML
29	draaslan/covid-19-research-papers-dataset 150k+ published research papers dataset about COVID-19.	12	Experimental	3	—
30	rmehmood786/covid19-time-series-forecasting Clean, time-aware COVID-19 case & death prediction experiments with...	11	Experimental	—	Jupyter Notebook
31	RehanShaikh-ai/covid-19-analysis-and-forecasting Any suggestions, improvements and corrections are appreciated !	11	Experimental	—	Jupyter Notebook
32	ogi02/CovidTracker Мобилно приложение, което помага на хората да разберат дали са заразени...	11	Experimental	—	Java
33	Amz42/Covid-19-Data-ReactJS As we all know, COVID-19 has affected the whole world. So, we decided to...	11	Experimental	—	JavaScript
34	ElhamAryanpur/oswald Machine Learning Prediction For COVID-19 Cases	11	Experimental	—	JavaScript
35	AmineAndam04/Morocco-COVID-19-projections Morocco COVID-19 projections: national and regional level.	10	Experimental	1	HTML