h|SrSSKJr SSKrSSKJr \R "S5S\S\S \\S \\4S j5r \R "S 5S\S \\4S j5r \R "S5SS.S\S\S\S \\4Sjj5r \R "S5SS.S\S\S\S\S \\4 Sjj5r S\S\S\S \4Sjr \R "S5SSSSS .S!\S"\S#\S$\S\S\S \\4S%jj5r\R "S&5S'\S(\S)\S \\4S*j5r\R "S+5S,\S-\S.\S \\4S/j5r/S0Qrg)1zEGenerators that provide different rates, schedules, decays or series.)IterableN)registryzconstant_then.v1ratestepsschedulereturnc#R# [U5HnUv M UHnUv M g7f)z>Yield a constant rate for N steps, before starting a schedule.N)range)rrrivalues I/home/james-whalen/.local/lib/python3.13/site-packages/thinc/schedules.py constant_thenr s) 5\  s%'z constant.v1c## Uv M7f)zYield a constant rate.)rs rconstantrs   s z decaying.v1)t base_ratedecayrc#8# USSX--- -v US- nM7f)zYield an infinite series of linearly decaying values, following the schedule: base_rate * 1 / (1 + decay * t) EXAMPLE: >>> learn_rates = decaying(0.001, 1e-4) >>> next(learn_rates) 0.001 >>> next(learn_rates) 0.00999 ?rr)rrrs rdecayingrs. 3# /233 Q szcompounding.v1startstopcompoundc#J# [U5n[X@U5v XB-nM7f)aDYield an infinite series of compounding values. Each time the generator is called, a value is produced by multiplying the previous value by the compound rate. EXAMPLE: >>> sizes = compounding(1.0, 10.0, 1.5) >>> assert next(sizes) == 1. >>> assert next(sizes) == 1 * 1.5 >>> assert next(sizes) == 1.5 * 1.5 )float_clip)rrrrcurrs r compoundingr!,s- rJs@K  &' '/ e_( M"5Xe_#  M"9:  e 3 x #   $%>A ).6; e_&&DDuDEDeD +,       e_-. &''*9< e_($ *+eUCHUO, r%