AMPL Model Colaboratory

Tags

Notebooks

AMPL Model Colaboratory Template

Description: Basic notebook templace for the AMPL Colab repository

Tags: ampl-only, template, industry

Author: Filipe Brandão

colab.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: diet

Description: book example autogenerated using diet.mod, diet.dat, and diet.run

Tags: ampl-only, ampl-book

Author: N/A

diet.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: econ

Description: book example autogenerated using econ.mod, econ.dat, and econ.run

Tags: ampl-only, ampl-book

Author: N/A

econ.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: multmip1

Description: book example autogenerated using multmip1.mod, multmip1.dat, and multmip1.run

Tags: ampl-only, ampl-book

Author: N/A

multmip1.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: net1

Description: book example autogenerated using net1.mod, net1.dat, and net1.run

Tags: ampl-only, ampl-book

Author: N/A

net1.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: nltrans

Description: book example autogenerated using nltransd.mod, nltrans.dat, and nltrans.run

Tags: ampl-only, ampl-book

Author: N/A

nltrans.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: prod

Description: book example autogenerated using prod.mod, prod.dat, and prod.run

Tags: ampl-only, ampl-book

Author: N/A

prod.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: steel

Description: book example autogenerated using steel.mod, steel.dat, and steel.run

Tags: ampl-only, ampl-book

Author: N/A

steel.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Book Example: transp

Description: book example autogenerated using transp.mod, transp.dat, and transp.run

Tags: ampl-only, ampl-book

Author: N/A

transp.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Diet lecture

Description: Diet case study

Tags: ampl-only, ampl-lecture

Author: N/A

diet_case_study.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Diet model with Google Sheets

Description: Diet model using Google Sheets

Tags: amplpy, google-sheets, example

Author: Filipe Brandão

gspread.ipynb Open In Colab

Efficient Frontier with Google Sheets

Description: Efficient Frontier example using Google Sheets

Tags: amplpy, google-sheets, example

Author: Christian Valente

efficient_frontier.ipynb Open In Colab

Financial Portfolio Optimization with amplpy

Description: Financial Portfolio Optimization with amplpy and amplpyfinance

Tags: amplpy, amplpyfinance, finance

Author: Filipe Brandão

amplpyfinance_vs_amplpy.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Google Hashcode 2022

Description: Google Hashcode 2022 Practice Problem

Tags: amplpy, heuristics, engineering, scheduling, complexity

Author: Marcos Dominguez Velad <<marcos@ampl.com>>

practice_problem.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Jupyter Notebook Integration

Description: Jupyter Notebook Integration with amplpy

Tags: amplpy, example

Author: Filipe Brandão

magics.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Optimization Methods in Finance: Chapter 3

Description: Optimization Methods in Finance: Bond Dedication Problem.

Tags: amplpy, example, finance

Author: Marcos Dominguez Velad <<marcos@ampl.com>>

finance_opt_example_3_1.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Pattern Enumeration

Description: Pattern enumeration example with amplpy

Tags: amplpy, example

Author: Filipe Brandão

pattern_enumeration.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Pattern Generation

Description: Pattern generation example with amplpy

Tags: amplpy, example

Author: Filipe Brandão

pattern_generation.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Production model

Description: generic model for production problem

Tags: ampl-only, ampl-lecture

Author: N/A

prod_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Roll Cutting - Revision 1 & 2

Description: Pattern tradeoff example with amplpy

Tags: amplpy, example

Author: Filipe Brandão

pattern_tradeoff.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Steel industry problem

Description: model for steel production problem

Tags: ampl-only, ampl-lecture

Author: N/A

steel_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

Transportation problem

Description: an AMPL model for the transportation problem

Tags: ampl-only, ampl-lecture

Author: N/A

transp_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab

amplpy setup & Quick Start

Description: amplpy setup and quick start

Tags: amplpy, example

Author: Filipe Brandão

quickstart.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab