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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
COVID-19 Projections Using Machine Learning
| Date | Stars |
|---|---|
| 2026-07-31 | 366 |
| 2026-08-06 | 366 |
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# COVID-19 Projections Using Machine Learning The main repository for [covid19-projections.com](https://covid19-projections.com/), created by [Youyang Gu](https://youyanggu.com/). This contains a comprehensive library of not only the most recent updates but also all historical updates. If you are only interested in the last infections estimates made in March 2021, [click here](https://github.com/youyanggu/covid19-infection-estimates-latest). See a list of all of our COVID-19 repositories [below](#other-repositories). *Warning: If you plan to clone this repository, please be aware that this repository takes approximately 4GB of space. This is because it contains all of our historical estimates and projections, not just the latest ones.* **2021-03-08 Update:** We made our last daily update on March 7. This repository will no longer be maintained. Read Youyang Gu's [One Year Later](https://youyanggu.com/blog/one-year-later) blog post for a detailed explanation and for a list of alternate resources. **2020-11-19 Update:** We have uploaded our raw US infection estimates in the [`infection_estimates`](/infection_estimates) directory. For a slimmed down version that only has the latest infection estimates, visit [this repository](https://github.com/youyanggu/covid19-infection-estimates-latest). **2020-10-06 Update:** Projections dated 2020-10-04 was our last model update. For more information, read [Youyang Gu's blog post](https://youyanggu.com/blog/six-months-later). Follow [@youyanggu](https://twitter.com/youyanggu) on Twitter for continued COVID-19 insights. We take a data-driven approach rooted in epidemiology to forecast infections and deaths for the COVID-19 / coronavirus epidemic in the US and around the world. ## Description of Folders You can click on each folder to view the README for that folder. * [`c19pro_score`](/c19pro_score) - Raw data for our [C19Pro Score](https://covid19-projections.com/maps/#c19pro-score) * [`implied_ifr`](/implied_ifr) - Implied Infection Fatality Rate (IIFR) estimates * [`infection_estimates`](/infection_estimates) - Infection estimates for the US * [`projections`](/projections) - Raw daily projections generated by our model * [`r_values`](/r_values) - Reproduction number (R) estimates * [`reich_forecasts`](/reich_forecasts) - Reich forecasts follow the format specified by the [Reich Lab](https://github.com/reichlab/covid19-forecast-hub) * [`tests_target`](/tests_target) - Testing targets for every region based on our forecasts The underlying SEIR simulator used to generate these projections is open source: https://github.com/youyanggu/yyg-seir-simulator. The simulator repository also includes the best learned values of [the various parameters](https://github.com/youyanggu/yyg-seir-simulator#parameters) for every region. Our projections are featured on the [CDC website](https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html). We have also open-sourced our evaluation of our model and other CDC models: https://github.com/youyanggu/covid19-forecast-hub-evaluation. ## Other Repositories In addition to our main repository here, we have several other COVID-19-related repositories: - [Infections Estimates](https://github.com/youyanggu/covid19-infection-estimates-latest) - [Historical CDC Vaccination Data](https://github.com/youyanggu/covid19-cdc-vaccination-data) - [COVID-19 Datasets](https://github.com/youyanggu/covid19-datasets) - [SEIR Simulator](https://github.com/youyanggu/yyg-seir-simulator) - [Model Evaluations](https://github.com/youyanggu/covid19-forecast-hub-evaluation) Questions? Contact me on Twitter at [@youyanggu](https://twitter.com/youyanggu). *covid19-projections.com* is powered by [GitHub Pages](https://pages.github.com/).
Excerpt of 3,769 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:262f39850aae760d, llm:Repository title/description: 'COVID-19 Projections Using Machine Learning' (machine learning used for forecasting pandemic projections).
matched fp:262f39850aae760d, llm:Repository title/description: 'COVID-19 Projections Using Machine Learning' (machine learning used for forecasting pandemic projections).
matched fp:262f39850aae760d, llm:Repository title/description: 'COVID-19 Projections Using Machine Learning' (machine learning used for forecasting pandemic projections).