Sliding-window dataset that produces (context, mask, target) tuples:
- Accepts list of arrays, long-format, or wide-format DataFrames
- Context length auto-rounded to multiple of patch_len (32)
- Left-pads short series with proper masking
- Configurable stride for window overlap
darkpowerxo