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xeval

X-Plane evaluation kit

DATA Structure

Data   
│
└──
│  │
│  └─Airport
│    │
│    └─flight228
│      │
│      └─ X.csv
|      |  data_0.jpg
|      | ...
│      │
│      └─turbulence
│        └─ X.csv
│        │  target.csv
│        │  data_0.jpg
|        |  ...
│    │  ...
│
└──splits.json

Before Evaluation

Launch scripts/preparator.py to:

  • get dataset feature size
  • get supervised tasks names
  • get action inds
  • update configs:
    • update dataset path
    • generate benchmarks config

Splits

  • Train - 45%
  • Validation - 15%
  • Test - 40%:
    • Train benchmarks 66%
    • Validation benchmarks 33%