-
-
+ <>
+ - To get started, edit the page.tsx file. -
-- Looking for a starting point or more instructions? Head over to{" "} - - Templates - {" "} - or the{" "} - - Learning - {" "} - center. -
-- Looking for a starting point or more instructions? Head over to{" "} - - Templates - {" "} - or the{" "} - - Learning - {" "} - center. -
-+ Define your system's state, policies, and update mechanisms — cadCAD handles + the simulation engine. +
+
+
+ from
+ cadCAD.configuration.utils
+ import
+ config_sim
+ {"\n"}
+ from
+ cadCAD.configuration
+ import
+ Experiment
+ {"\n"}
+ from
+ cadCAD
+ import
+ configs
+ {"\n\n"}
+ # Define initial state
+ {"\n"}
+ initial_state
+ =
+ {"{"}
+ {"\n"}
+ {" "}
+ 'population'
+ :
+ 100
+ ,
+ {"\n"}
+ {" "}
+ 'resources'
+ :
+ 1000
+ {"\n"}
+ {"}"}
+ {"\n\n"}
+ # Define state update
+ {"\n"}
+ def
+ update_population
+ (params, substep, sH, s, _input):
+ {"\n"}
+ {" "}
+ return
+ (
+ 'population'
+ , s[
+ 'population'
+ ]
+ *
+ 1.02
+ )
+ {"\n\n"}
+ # Configure simulation
+ {"\n"}
+ sim_config
+ =
+ config_sim({"{"}
+ {"\n"}
+ {" "}
+ 'N'
+ :
+ 3
+ ,
+ # Monte Carlo runs
+ {"\n"}
+ {" "}
+ 'T'
+ :
+
+ range
+ (
+ 100
+ )
+ # Timesteps
+ {"\n"}
+ {"}"})
+
+
+ + Define the state of your system as a simple Python dictionary. + Track any metric you need — populations, resources, prices, + network metrics, and more. +
++ Write policies that determine how your system responds to inputs. + Test different strategies by swapping policies in and out. +
++ Define how state variables evolve over time. Compose multiple + update mechanisms to capture complex system dynamics. +
++ Configure Monte Carlo runs, time steps, and parameter sweeps. + Results integrate seamlessly with pandas DataFrames for analysis. +
++ Connect with researchers, engineers, and enthusiasts building the + future of complex systems simulation. +
+{link.description}
+ + ))} ++ cadCAD is open-source and community-driven. Support the project + through OpenCollective or crypto donations. +
+ ++ Everything you need to start modeling and simulating complex systems with cadCAD. +
++ {resource.description} +
++ An open-source Python package that assists in the processes of + designing, testing and validating complex systems through simulation. +
+ + {/* CTA buttons */} + + + {/* Install command */} +
+ $ pip install cadCAD
+
+ + Powerful simulation features built in, optimized for exploring complex system dynamics. +
++ {useCase.description} +
++ Design, simulate, validate, and operate within complex systems using + a powerful yet intuitive Python framework. +
+{section.description}
+