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Solving compounding problems with PulP, PySIMPLE and Gurobi
CBC What is PuLP? PuLP is an LP modeler written in Python. PuLP generates MPS or LP files, Linear problems can be solved by calling GLPK, COIN-OR CLP/CBC, CPLEX, GUROBI, MOSEK, XPRESS, CHOCO, MIPCL, and SCIP. Install Supported Python versions Example scan To create a new variable, use LpVariable(). 0 <= x <= 3: 0…
Organize your machine learning projects into your MLflowProjects
MLflowProjects What are MLFlowProjects? Rules for organizing and writing code. MLFlowProjects Introduction Flow Learn more Example of setting description for each environment Conda Environment conda_environment.yaml VIrtualenv 環境 python_env.yaml Docker container environment Example 1: Image Example 2: Mounting a Volume and Specifying Environment Variables Example 3: Image in a remote registry Example 4: Using a prebuilt…
MLFlowModels to package a machine learning model
What are MLFlowModels? A format for packaging machine learning models. MLFlowModels Introduction Flow Learn more Directory configuration my_model/├── MLmodel├── model.pkl├── conda.yaml├── python_env.yaml└── requirements.txt MLmodel Files flavors Column-based Tensorbase Log signed Column-based Tensorbase Model Input Column-based Tensorbase
Bloch Sphere by cirq
Bloch Sphere by cirq
Bloch Sphere by cirq
Introduction of quantum computer error mitigation technology "mitiq"
What is MITIQ? This package is for implementing error mitigation technology on quantum computers. Current quantum computers Error mitigation attempts to mitigate these effects at the software level by cleverly compiling quantum programs. start Install. We define a function that inputs the circuit, returns the expected value we want to calculate, and uses mitiq to…
Introduction of quantum computer error mitigation technology "mitiq"
What is MITIQ? This package is for implementing error mitigation technology on quantum computers. Current quantum computers Error mitigation attempts to mitigate these effects at the software level by cleverly compiling quantum programs. start Install. We define a function that inputs the circuit, returns the expected value we want to calculate, and uses mitiq to…
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