Agents.jl and the next chapter in agent based modelling | Tim DuBois | JuliaCon2021
This talk was presented as part of JuliaCon2021
Abstract:
Complex dynamical systems are comprised of many interacting sub-systems that couple together through multiple, varying (and many times non-linear) processes: creating emergent system properties as a consequence. Agents.jl provides a framework to work with such dynamics, through a bottom-up approach known as Agent Based Modelling. This talk provides an overview of the package, and discusses how the greater Julia ecosystem may provide the next paradigm shift in this well established research area.
For more info on the Julia Programming Language, follow us on Twitter: https://twitter.com/JuliaLanguage and consider sponsoring us on GitHub: https://github.com/sponsors/JuliaLang
00:00 Welcome!
0:08 Introduction to agent based modelling
3:02 Philosophy of Agents.jl
3:27 Agents.jl is Simple
8:15 Agents.jl is Performant
14:55 Agents.jl is Interactive
17:22 Agents.jl is Integrated
21:11 Looking forward
S/o to https://github.com/Hasnep for the video timestamps!
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/JuliaCommunity/YouTubeVideoTimestamps
Видео Agents.jl and the next chapter in agent based modelling | Tim DuBois | JuliaCon2021 канала The Julia Programming Language
Abstract:
Complex dynamical systems are comprised of many interacting sub-systems that couple together through multiple, varying (and many times non-linear) processes: creating emergent system properties as a consequence. Agents.jl provides a framework to work with such dynamics, through a bottom-up approach known as Agent Based Modelling. This talk provides an overview of the package, and discusses how the greater Julia ecosystem may provide the next paradigm shift in this well established research area.
For more info on the Julia Programming Language, follow us on Twitter: https://twitter.com/JuliaLanguage and consider sponsoring us on GitHub: https://github.com/sponsors/JuliaLang
00:00 Welcome!
0:08 Introduction to agent based modelling
3:02 Philosophy of Agents.jl
3:27 Agents.jl is Simple
8:15 Agents.jl is Performant
14:55 Agents.jl is Interactive
17:22 Agents.jl is Integrated
21:11 Looking forward
S/o to https://github.com/Hasnep for the video timestamps!
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/JuliaCommunity/YouTubeVideoTimestamps
Видео Agents.jl and the next chapter in agent based modelling | Tim DuBois | JuliaCon2021 канала The Julia Programming Language
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28 июля 2021 г. 17:45:03
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