Drill-planner

Implementation of graph based approach for well operations planning. Process mining and graph optimization were mainly used in this work

NetworkX representation of obtained directly-follows graph

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
.idea		.idea
GNN		GNN
Next operation prediction		Next operation prediction
Process mining graphs		Process mining graphs
RL implementation		RL implementation
Autoplanner_validation.ipynb		Autoplanner_validation.ipynb
Data preprocessing.ipynb		Data preprocessing.ipynb
EDA.ipynb		EDA.ipynb
Graph_mining_process_mining.ipynb		Graph_mining_process_mining.ipynb
README.md		README.md
SberPM research.ipynb		SberPM research.ipynb
autoplanning.py		autoplanning.py
requirements.txt		requirements.txt
setup.py		setup.py

Provide feedback