A Python package for Operations Research and Optimization Algorithms
Project description
OTAILab
A Python package for Operations Research and Optimization Algorithms.
Features
- Critical Path Method (CPM) Analysis
- PERT (Program Evaluation and Review Technique)
- Assignment Problem Solver (Hungarian Algorithm)
- Linear Programming Solver
- Dynamic Programming Solutions
- Knapsack Problem
- Subset Sum Problem
- Longest Common Subsequence
- Optimization Algorithms
- Stochastic Gradient Descent
- Quadratic Function Minimization
- KKT (Karush-Kuhn-Tucker) Optimization
Requirements
- Python >=3.6
- networkx >=2.0
- matplotlib >=3.0
- numpy >=1.19.0
- scipy >=1.6.0
- sympy >=1.8
Installation
pip install otailab
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