tommyod

# -*- coding: utf-8 -*-
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
MEAL PLANNER - Automatic planning of cheap, varied, nutritional meals
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Summary
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This Python module uses optimization (Linear Programming) and stochastic methods to

tommyod

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sun Jul  5 09:28:57 2020

@author: tommyod (https://github.com/tommyod)
"""

import numbers

tommyod

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
The Wagner-Whitin algorithm for the dynamic lot size problem
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@author: tommyod (https://github.com/tommyod)

An implementation of the Wagner-Whitin O(n^2) algorithm for the dynamic lot 
size problem, also called the single-item uncapacitated lot-sizing problem.
Although the algorithm is O(n^2) in theory, it scales linearily with input

tommyod

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
The linear-time Wagelmans algorithm for the dynamic lot size problem
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@author: tommyod (https://github.com/tommyod)

An implementation of the Wagelmans O(n) algorithm for the dynamic lot 
size problem, also called the single-item uncapacitated lot-sizing problem.

tommyod

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Shapley value (Python implementation)
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@author: tommyod (https://github.com/tommyod)

A coalition of players cooperates, and obtains an overall gain from cooperation. 
Since some players may contribute more to the coalition than others, 
or may possess different bargaining power, what final distribution of 

tommyod

#!/usr/bin/env python3
# -*- coding: utf-8 -*-

"""
For more detailed information about these algorithms and their purpose, see:
https://tommyodland.com/articles/2022/sampling-a-discrete-distributing-with-a-markov-chain
"""

import numbers
import itertools