Curated list of resources about COVID19 x Data Science & AI
- Official French outbreak dashboard - by Jérôme Desboeufs, Etalab
- Official outbreak dashboard - by John Hopkins University
- Covid19 dashboards - a compilation of dashboards
- Why we must act now - by Thomas Pueyo
- How the virus got out - by NYT
- Why It’s So Freaking Hard To Make A Good COVID-19 Model - by FiveThirtyEight
- COVID AI Resources - by Stéphane Canu
- Exponential Growth & epidemics by 3Blue1Brown
- Simulating an epidemics by 3blue1Brown
- How is Coronavirus transmitted and do masks work - by Lex Friedman
- Using random testing to manage a safe exit from the COVID-19 lockdown | medRxiv
- Adaptive cyclic exit strategies from lockdown to suppress COVID-19 and allow economic activity | medRxiv
- Between Geography and Demography: Key Interdependencies and Exit Mechanisms for Covid-19 | medRxiv
- COVID-19 pandemic: Impact of lockdown, contact and non-contact transmissions on infection dynamics | medRxiv
- Comparison of different exit scenarios from the lock-down for COVID-19 epidemic in the UK and assessing uncertainty of the predictions | medRxiv
- Estimating required lockdown cycles before immunity to SARS-CoV-2: Model-based analyses of susceptible population sizes, S0, in seven European countries including the UK and Ireland | medRxiv
- Optimising Lockdown Policies for Epidemic Control using Reinforcement Learning
- Total Variation Regularization for Compartmental Epidemic Models with Time-varying Dynamics
- Code and data for the manuscript "Optimal, near-optimal, and robust epidemic control"