python中的精算模型
lifelib的Python项目详细描述
lifeib是精算预测模型的集合。 lifelib模型构建为modelx模型,可以立即使用 使用示例公式和输入文件,它们是 完全可由用户自定义。
特色亮点
- Formulas and their calculated values paired as Cells, just like spreadsheet cells
- Relevant cells grouped together as a Space, just like a spreadsheet
- Spaces in other spaces (subspaces), forming trees of spaces
- Models composed of spaces
- Space inheritance
- Parametrized dynamic subspaces created automatically
- Saving to / loading from files
- Conversion to Pandas objects
- Reading data from Excel files
- Cells graph to track cells interdependency
为什么lifeib?
- Better model integrity and extensibility
- For readable formula expressions
- For eliminating spreadsheet errors
- For better version control/model governance
为什么?
- Pricing / Profit testing
- Model validation / testing
- Prototyping for production models
- As corporate models
- For simulations
- As replacement for any spreadsheet models