ELFI: Engine for Likelihood-Free Inference

Autor: Lintusaari, Jarno, Vuollekoski, Henri, Kangasrääsiö, Antti, Skytén, Kusti, Järvenpää, Marko, Marttinen, Pekka, Gutmann, Michael U., Vehtari, Aki, Corander, Jukka, Kaski, Samuel

Publikováno v: Journal of Machine Learning Research, 19(16):1-7, 2018. http://jmlr.org/papers/v19/17-374.html

Engine for Likelihood-Free Inference (ELFI) is a Python software library for performing likelihood-free inference (LFI). ELFI provides a convenient syntax for arranging components in LFI, such as priors, simulators, summaries or distances, to a netwo

Externí odkaz: http://arxiv.org/abs/1708.00707

Emergence and dissemination of antimicrobial resistance in Escherichia coli causing bloodstream infections in Norway in 2002–17: a nationwide, longitudinal, microbial population genomic study

Autor: Gladstone, Rebecca Ashley, McNally, Alan, Pöntinen, Anna Kaarina, Tonkin-Hill, Gerry, Lees, John A., Skytén, Kusti Onni, Cléon, Francois Pierre Alexandre, Christensen, Martin Owczarek Korsner, Haldorsen, Bjørg, Bye, Kristina K., Gammelsrud, Karianne Wiger, Hjetland, Reidar, Kümmel, Angela, Larsen, Hege, Lindemann, Paul Christoffer, Löhr, Iren Høyland, Marvik, Åshild, Nilsen, Einar, Noer, Marie Therese, Simonsen, Gunnar Skov, Steinbakk, Martin, Tofteland, Ståle, Vattøy, Marit, Bentley, Stephen D., Croucher, Nicholas J., Parkhill, Julian, Johnsen, Pål Jarle, Samuelsen, Ørjan, Corander, Jukka

Externí odkaz: https://hdl.handle.net/11250/3008648

DataLad: distributed system for joint management of code, data, and their relationship.

Autor: Halchenko YO; Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA., Meyer K; Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA., Poldrack B; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany., Solanky DS; Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA., Wagner AS; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany., Gors J; Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA., MacFarlane D; McGill Center for Integrative Neuroscience, Montreal, Canada., Pustina D; CHDI Management/CHDI Foundation, Princeton, NJ, USA., Sochat V; Lawrence Livermore National Lab, Livermore, CA, USA., Ghosh SS; Massachusetts Institute of Technology, Cambridge, MA, USA., Mönch C; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany., Markiewicz CJ; Stanford University, Stanford, CA, USA., Waite L; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany., Shlyakhter I; Quest Diagnostics, Marlborough, MA, USA., de la Vega A; The University of Austin at Austin, Austin, TX, USA., Hayashi S; Indiana University, Bloomington, IN, USA., Häusler CO; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany.; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany., Poline JB; Faculty of Medicine and Health Sciences, McConnell Brain Imaging Center, McGill University, Montreal, Canada., Kadelka T; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany., Skytén K; University of Oslo, Oslo, Norway., Jarecka D; Massachusetts Institute of Technology, Cambridge, MA, USA., Kennedy D; University of Massachusetts Medical School, Worcester, MA, USA., Strauss T; Montreal Neurological Institute, McGill University, Montreal, Canada., Cieslak M; University of Pennsylvania, Philadelphia, PA., Vavra P; Department of Biological Psychology, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany., Ioanas HI; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, USA., Schneider R; Independent Developer, Germany., Pflüger M; Potsdam Institute for Climate Impact Research (PIK) e. V., Potsdam, Germany., Haxby JV; Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA., Eickhoff SB; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany.; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany., Hanke M; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany.; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.

Publikováno v: Journal of open source software [J Open Source Softw] 2021; Vol. 6 (63). Date of Electronic Publication: 2021 Jul 01.