1.7.1
Fix `PandasAdapter` causes crash or misattributed features (#31079)
MNT Enforce ruff rules (RUF) (#30694)
ENH: Display parameters in HTML representation (#30763)
FIX Check and correct the input_tags.sparse flag (#30187)