Probabilistic programming in Python using PyMC3 J Salvatier, TV Wiecki, C Fonnesbeck PeerJ Computer Science 2, e55, 2016 | 1119 | 2016 |

Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 640 | 2016 |

When will AI exceed human performance? Evidence from AI experts K Grace, J Salvatier, A Dafoe, B Zhang, O Evans Journal of Artificial Intelligence Research 62, 729-754, 2018 | 443 | 2018 |

Theano: A Python framework for fast computation of mathematical expressions TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ... arXiv preprint arXiv:1605.02688, 2016 | 165 | 2016 |

Inferring the effectiveness of government interventions against COVID-19 JM Brauner, S Mindermann, M Sharma, D Johnston, J Salvatier, ... Science 371 (6531), 2021 | 145 | 2021 |

PyMC3: Python probabilistic programming framework J Salvatier, TV Wieckiâ, C Fonnesbeck Astrophysics Source Code Library, ascl: 1610.016, 2016 | 46 | 2016 |

Agent-agnostic human-in-the-loop reinforcement learning D Abel, J Salvatier, A Stuhlmüller, O Evans arXiv preprint arXiv:1701.04079, 2017 | 36 | 2017 |

Probabilistic programming in python using pymc3. PeerJ Computer Science, 2, e55 J Salvatier, TV Wiecki, C Fonnesbeck Retrieved 2019-01-24, from https://peerj. com/articles/cs-55 doi: 10.7717 …, 2016 | 35 | 2016 |

Harm de Vries, David Warde-Farley, Dustin J R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, and …, 2016 | 27 | 2016 |

PyMC: Bayesian stochastic modelling in Python C Fonnesbeck, A Patil, D Huard, J Salvatier Astrophysics Source Code Library, ascl: 1506.005, 2015 | 24 | 2015 |

The effectiveness and perceived burden of nonpharmaceutical interventions against COVID-19 transmission: a modelling study with 41 countries JM Brauner, S Mindermann, M Sharma, AB Stephenson, T Gavenčiak, ... medRxiv, 2020 | 21 | 2020 |

Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688 R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... URL http://arxiv. org/abs/1605.02688, 2016 | 21 | 2016 |

The effectiveness of eight nonpharmaceutical interventions against COVID-19 in 41 countries JM Brauner, S Mindermann, M Sharma, AB Stephenson, T Gavenčiak, ... MedRxiv, 2020 | 16 | 2020 |

Active reinforcement learning: Observing rewards at a cost D Krueger, J Leike, O Evans, J Salvatier arXiv preprint arXiv:2011.06709, 2020 | 10 | 2020 |

Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688, May 2016 R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... URL http://arxiv. org/abs/1605.02688, 2016 | 9 | 2016 |

PyMC2 A Patil, C Fonnesbeck, D Huard, J Salvatier | 2 | 2016 |

PyMC Documentation CJ Fonnesbeck, A Patil, D Huard, J Salvatier | 1 | 2017 |

Getting started with PyMC3 J Salvatier, TV Wiecki, C Fonnesbeck | 1 | 2017 |

WES COWLEY JM Brauner, S Mindermann, M Sharma, AB Stephenson, T Gavenčiak, ... Policy 12 (1), 2020 | | 2020 |

David Abel D Abel, EC Williams, S Brawner, E Reif, ML Littman, DE Hershkowitz, ... | | |