# DEA **Repository Path**: yaoyigao/DEA ## Basic Information - **Project Name**: DEA - **Description**: No description available - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2020-07-18 - **Last Updated**: 2020-12-19 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # Data-Envelopment-Analysis [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)
在此主要透過一些範例來說明如何利用Python-Gurobi來建構資料包絡分析模組(Data-Envelopment-Analysis, DEA) ### § Requirements - python 3.6 - gurobipy 6.5.2 以上版本 ### § DEA Models 此區文章主要針對以下DEA模型進行簡介,並說明Python-Gurobi的建模流程: - CRS(constant return to scale; input-oriented) :固定規模報酬投入導向模型 - VRS(variable return to scale; input-oriented) :變動規模報酬投入導向模型 - Relational network DEA Model :關聯網絡DEA模型 |更新時間|文章| |---|---| |2018-01-29|[CRS Model](https://github.com/wurmen/DEA/blob/master/CRS_Model/CRS%20model.md)| |2018-02-05|[VRS Model](https://github.com/wurmen/DEA/blob/master/VAS_Model/VRS%20model.md)| |2018-01-30|[Relational network DEA Model](https://github.com/wurmen/DEA/blob/master/Network_DEA/network_dea.md)| ### § DEA Models Functions 針對上述DEA模型建構幾個簡單的DEA擴充函數,讓使用者能夠更輕鬆的利用這些DEA函數來進行效率分析,或者可由這些已建好的函數去做延伸。
以下連結分別對應到每個主題的說明文章、範例文章、程式碼以及檔案資料夾(內部包含該主題的所有資源),可根據說明文章自行下載操作學習。 |更新時間|文章|連結| |---|---|---| |2018-03-23|DEA Functions Instructions|[Documentation](https://github.com/wurmen/DEA/blob/master/Functions/user's%20guide.md)| |2018-03-23|Read data functions for basic DEA models|[Documentation](https://github.com/wurmen/DEA/blob/master/Functions/read_data_function.md) / [Example](https://github.com/wurmen/DEA/blob/master/Functions/basic_DEA_data%26code/read_data_example.ipynb) / [Code](https://github.com/wurmen/DEA/blob/master/Functions/basic_DEA_data%26code/DEA.py) / [Folder](https://github.com/wurmen/DEA/tree/master/Functions/basic_DEA_data%26code)| |2018-03-23|Basic DEA functions|[Documentation](https://github.com/wurmen/DEA/blob/master/Functions/basic_dea_functions.md) / [Example](https://github.com/wurmen/DEA/blob/master/Functions/basic_DEA_data%26code/basic_DEA_function.ipynb) / [Code](https://github.com/wurmen/DEA/blob/master/Functions/basic_DEA_data%26code/DEA.py) / [Folder](https://github.com/wurmen/DEA/tree/master/Functions/basic_DEA_data%26code)| |2018-03-23|Read data function for network DEA|[Documentation](https://github.com/wurmen/DEA/blob/master/Functions/read_data_for_networkDEA.md) / [Example](https://github.com/wurmen/DEA/blob/master/Functions/network_data%26code/Read_data_for_network_DEA_function%20example.ipynb) / [Code](https://github.com/wurmen/DEA/blob/master/Functions/network_data%26code/network_function.py) / [Folder](https://github.com/wurmen/DEA/tree/master/Functions/network_data%26code)| |2018-03-23|Relational network DEA function|[Documentation](https://github.com/wurmen/DEA/blob/master/Functions/network_DEA_function.md) / [Example](https://github.com/wurmen/DEA/blob/master/Functions/network_data%26code/Network_DEA_function_example.ipynb) / [Code](https://github.com/wurmen/DEA/blob/master/Functions/network_data%26code/network_function.py) / [Folder](https://github.com/wurmen/DEA/tree/master/Functions/network_data%26code)| -------- ### 參考資源(Python-Gurobi) 若對python-gurobi的建模較不熟悉,可參考下面資源~ - [環境安裝教學](https://github.com/wurmen/Gurobi-Python/blob/master/Installation/%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8.md) - [Python+Gurobi基本架構](https://github.com/wurmen/Gurobi-Python/blob/master/python-gurobi%20%20model/Python+Gurobi%E5%9F%BA%E6%9C%AC%E6%9E%B6%E6%A7%8B.md)
- [Python+Gurobi建模](https://github.com/wurmen/Gurobi-Python/blob/master/python-gurobi%20%20model/Python+Gurobi%E5%BB%BA%E6%A8%A1.md)
- [Python+Gurobi特殊資料結構](https://github.com/wurmen/Gurobi-Python/blob/master/python-gurobi%20%20model/Python%2BGurobi%E7%89%B9%E6%AE%8A%E8%B3%87%E6%96%99%E7%B5%90%E6%A7%8B.ipynb)