Mesa is an agent-based modeling framework written in Python. Originally started in 2013, it was created to be the go-to tool in for researchers wishing to build agent-based models with Python. Within this paper we present Mesa's design goals, along with its underlying architecture. This ...
Agent-based modeling (ABM) 是一种建模和模拟复杂系统的方法,它基于个体行为和相互作用的规则。在Python中,你可以使用各种库和工具来实现ABM。 首先,ABM的核心原理是建立一个模拟环境,其中包含一组个体(也称为代理或者agents),这些个体基于一组规则进行交互。每个个体都有自己的状态、行为和与其他个体的交互方式。通...
Network-Based Modeling(基于网络的建模): 基于网络的建模方法将个体和它们之间的关系建模为一个网络结构,例如社交网络、合作网络等。你可以使用Python库,如NetworkX等,来创建和分析网络模型,并模拟个体之间的社会力和交互。 Agent-Based Social Simulation(基于Agent的社会仿真): 基于Agent的社会仿真是通过模拟个体之间的...
Mesa: Agent-based modeling in Python CI/CD Package Meta Chat Mesa allows users to quickly create agent-based models using built-in core components (such as spatial grids and agent schedulers) or customized implementations; visualize them using a browser-based interface; and analyze their results ...
Agent-based modelsAgent-based macroeconomicsPythonEconomic simulationComputational economicsComputational techniquesSimulation modelingThe rise of computational power makes agent-based modelling a viable option for models capturing the complex nature of an economy. However, the coding implementation can be tedious...
Mesa is an agent-based modeling framework in Python - GitHub - xiaohuobanhahaha/mesa: Mesa is an agent-based modeling framework in Python
Mesa is an Apache2 licensed agent-based modeling (or ABM) framework in Python. Mesa allows users to quickly create agent-based models using built-in core components (such as spatial grids and agent schedulers) or customized implementations; visualize them using a browser-based interface; and ana...
python-user-agents - Browser user agent parser. sqlparse - A non-validating SQL parser.Third-party APIsLibraries for accessing third party services APIs. Also see List of Python API Wrappers and Libraries.apache-libcloud - One Python library for all clouds. boto3 - Python interface to Amazon ...
embleAgent(df=processed, train_period=(TRAIN_START_DATE,TRAIN_END_DATE), val_test_period=(TEST_START_DATE,TEST_END_DATE), rebalance_window=rebalance_window, validation_window=validation_ result = pd.merge(df_result_ensemble, df_dji, left_index=True, right_index=True) ...
geometry中的ClosestPoint）2、Python的模拟计算研究，如有限元、cellular automata、Agent-based modeling...