todo

[abc8747]

v0.1

• move TrainConfig and Checkpoint in scripts/main.py into library
• use pydantic to parse config json
• decouple TrainConfig from ModelConfig
• remove ability to specify params via CLI, control with json instead to reduce code duplication
• use platformdirs for data directories (Path(__file__) is unstable when installed as package)
• cache trajectory extractor: split the forward method into encode_context(x_flight) and predict_segment(x_segment, context_embedding)
• cache repeated hypernetwork recomputation: add a method model.set_active_aircraft(ac_idx)

v0.2

• numpy-only inference engine
  • 1d causal convolution
  • rmsnorm and swish
  • hypernetwork and projections
  • ...
• release weights:
  • v1.0-realtime
  • v1.0-offline
  • v1.0-offline-tas

v0.3

• tangram plugin