Jupyter notebook Aircraft localization competition. Part 1. Exploratory analysis and a simple solution.ipynb does NOT relate to the final solution and therefore can be skipped. It provides some insights about data and includes a simple solution which showed accuracy of 425m on the leaderboard.
Jupyter notebook Aircraft localization competition. Part 2. Final solution.ipynb includes full solution for round 1 of the competition.
Additional files test_preprocessed_solution.csv and base_points_solution.csv contain intermediate results, which can be used to separately check / understand different parts of the solution. File test_preprocessed_solution.csv includes results of step 2; file base_points_solution.csv includes results of step 3.