Adjust Real-Estate Valuation Model Weights in Real Time (Kiponos Python SDK)

Housing markets shift weekly. AVM models need live comps distance weights and cap-rate adjustments:

w_comps = kiponos.path("avm", market).get_float("comps_weight")
cap = kiponos.path("avm", market).get_float("cap_rate_adj")

Analysts update market folder in Kiponos; valuations immediately reflect new economics. No model service restart.

kiponos.io · github.com/kiponos-io/kiponos-io