Welcome to Cutting Plan Analyzer
This application helps you analyze cutting plans for scientific experiments through a 5-step process:
📝 Step 1
Generate Inputs
Generate cutting plan inputs with customizable parameters and save them in CSV, Excel, and JSON formats.
⚡ Step 2
Optimize Plans
Optimize cutting plan inputs and save optimization results, yield, and solving time.
📊 Step 3
Calculate Statistics
Calculate statistics from cutting plan inputs and results, save as Excel file.
🤖 Step 4
Train Models
Train machine learning models on the statistics and save training results.
🎯 Step 5
Predict & Compare
Test trained models on new inputs and compare model output with optimization results.
Quick Start
Follow these steps in order:
- Generate cutting plan inputs with your desired parameters
- Optimize the generated plans to find optimal solutions
- Calculate statistics from inputs and optimization results
- Train machine learning models on the statistics
- Predict using trained models and compare with actual optimization