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https://github.com/gsi-upm/soil
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1.0pre4
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@@ -1,40 +0,0 @@
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---
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name: MyExampleSimulation
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max_time: 50
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num_trials: 3
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interval: 2
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model_params:
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topology:
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params:
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generator: barabasi_albert_graph
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n: 100
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m: 2
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agents:
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distribution:
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- agent_class: SISaModel
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topology: True
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ratio: 0.1
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state:
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state_id: content
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- agent_class: SISaModel
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topology: True
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ratio: .1
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state:
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state_id: discontent
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- agent_class: SISaModel
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topology: True
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ratio: 0.8
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state:
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state_id: neutral
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prob_infect: 0.075
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neutral_discontent_spon_prob: 0.1
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neutral_discontent_infected_prob: 0.3
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neutral_content_spon_prob: 0.3
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neutral_content_infected_prob: 0.4
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discontent_neutral: 0.5
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discontent_content: 0.5
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variance_d_c: 0.2
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content_discontent: 0.2
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variance_c_d: 0.2
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content_neutral: 0.2
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standard_variance: 1
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@@ -2,7 +2,7 @@ Welcome to Soil's documentation!
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================================
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Soil is an opinionated Agent-based Social Simulator in Python focused on Social Networks.
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To get started developing your own simulations and agent behaviors, check out our :doc:`Tutorial <soil_tutorial>` and the `examples on GitHub <https://github.com/gsi-upm/soil/tree/master/examples>`.
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To get started developing your own simulations and agent behaviors, check out our :doc:`Tutorial <tutorial/soil_tutorial>` and the `examples on GitHub <https://github.com/gsi-upm/soil/tree/master/examples>`.
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Soil can be installed through pip (see more details in the :doc:`installation` page):.
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@@ -49,6 +49,7 @@ If you use Soil in your research, do not forget to cite this paper:
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installation
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Tutorial <tutorial/soil_tutorial>
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notes_v1.0
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soil-vs
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..
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@@ -1,22 +0,0 @@
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Mesa compatibility
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------------------
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Soil is in the process of becoming fully compatible with MESA.
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The idea is to provide a set of modular classes and functions that extend the functionality of mesa, whilst staying compatible.
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In the end, it should be possible to add regular mesa agents to a soil simulation, or use a soil agent within a mesa simulation/model.
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This is a non-exhaustive list of tasks to achieve compatibility:
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- [ ] Integrate `soil.Simulation` with mesa's runners:
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- [ ] `soil.Simulation` could mimic/become a `mesa.batchrunner`
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- [ ] Integrate `soil.Environment` with `mesa.Model`:
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- [x] `Soil.Environment` inherits from `mesa.Model`
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- [x] `Soil.Environment` includes a Mesa-like Scheduler (see the `soil.time` module.
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- [ ] Allow for `mesa.Model` to be used in a simulation.
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- [ ] Integrate `soil.Agent` with `mesa.Agent`:
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- [x] Rename agent.id to unique_id?
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- [x] mesa agents can be used in soil simulations (see `examples/mesa`)
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- [ ] Provide examples
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- [ ] Using mesa modules in a soil simulation
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- [ ] Using soil modules in a mesa simulation
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- [ ] Document the new APIs and usage
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@@ -1,4 +1,8 @@
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### MESA
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Soil vs other ABM frameworks
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============================
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MESA
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----
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Starting with version 0.3, Soil has been redesigned to complement Mesa, while remaining compatible with it.
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That means that every component in Soil (i.e., Models, Environments, etc.) can be mixed with existing mesa components.
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@@ -10,3 +14,42 @@ Here are some reasons to use Soil instead of plain mesa:
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- Functions to automatically populate a topology with an agent distribution (i.e., different ratios of agent class and state)
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- The `soil.Simulation` class allows you to run multiple instances of the same experiment (i.e., multiple trials with the same parameters but a different randomness seed)
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- Reporting functions that aggregate multiple
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Mesa compatibility
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~~~~~~~~~~~~~~~~~~
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Soil is in the process of becoming fully compatible with MESA.
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The idea is to provide a set of modular classes and functions that extend the functionality of mesa, whilst staying compatible.
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In the end, it should be possible to add regular mesa agents to a soil simulation, or use a soil agent within a mesa simulation/model.
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This is a non-exhaustive list of tasks to achieve compatibility:
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.. |check| raw:: html
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☑
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.. |uncheck| raw:: html
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☐
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- |check| Integrate `soil.Simulation` with mesa's runners:
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- |check| `soil.Simulation` can replace `mesa.batchrunner`
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- |check| Integrate `soil.Environment` with `mesa.Model`:
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- |check| `Soil.Environment` inherits from `mesa.Model`
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- |check| `Soil.Environment` includes a Mesa-like Scheduler (see the `soil.time` module.
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- |check| Allow for `mesa.Model` to be used in a simulation.
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- |check| Integrate `soil.Agent` with `mesa.Agent`:
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- |check| Rename agent.id to unique_id
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- |check| mesa agents can be used in soil simulations (see `examples/mesa`)
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- |check| Provide examples
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- |check| Using mesa modules in a soil simulation (see `examples/mesa`)
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- |uncheck| Using soil modules in a mesa simulation (see `examples/mesa`)
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- |uncheck| Document the new APIs and usage
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