iSSKJrJr SSKJrJr SSKJr SSKJ r SSK J r J r J r JrJrJrJr SS\S\S \S \S \S \S \S\S\S\S\4Sjjrg)) DataFrameSeries)DictLikeInt)ma)Imports)non_zero_rangetal_mav_mamodev_offset v_pos_defaultv_seriesv_talibNhighlowclosekdsmooth_kmamodetaliboffsetkwargsreturnc &[US5n[US5n[US5nX4-U-n [X 5n[X5n[X*5nUbUbUcg[U5n [US5n[ U5n[ S(a<U (a5US:a/SSKJn U "XX#U[U5U[U55n U SU S pOURU5R5nURU5R5nS UU- -[UU5- nUcgURUR5S24nUS :XaUnO [UUUS 9nURUR5S24n[UUUS 9nX- nUS:wa3UR!U5nUR!U5nUR!U5nS U ;a9UR#U S S S9 UR#U S S S9 UR#U S S S9 SnSUSUSU3nUSU3UlUSU3UlUSU3UlS=Ul=UlUlUR$UUR$UUR$U0n[)UUR*S9nUU3UlUR&UlU$)aStochastic This indicator, by George Lane in the 1950's, attempts to identify and quantify momentum; it assumes that momentum precedes value change. Sources: * [sierrachart](https://www.sierrachart.com/index.php?page=doc/StudiesReference.php&ID=332&Name=KD_-_Slow) * [tradingview](https://www.tradingview.com/wiki/Stochastic_(STOCH)) Parameters: high (Series): ```high``` Series low (Series): ```low``` Series close (Series): ```close``` Series k (int): The Fast %K period. Default: ```14``` d (int): The Slow %D period. Default: ```3``` smooth_k (int): The Slow %K period. Default: ```3``` mamode (str): See ```help(ta.ma)```. Default: ```"sma"``` talib (bool): If installed, use TA Lib. Default: ```True``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 3 columns Nsmarr)STOCHd)lengthfillnaT)inplacer _rrhmomentum)index)r rrr r rrr r rollingminmaxr locfirst_valid_indexrshiftr$namecategoryrr))rrrrrrrrrr_lengthmode_talr stoch_stoch_kstoch_dllhhstoch stoch_fvi stochk_fvistoch_h_name_propsdatadfs S/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/momentum/stoch.pyr9r9sB aAaAXq)HehG D "D 3 C U $E |s{emu~H fe $F f FwHA uF6NAvf~ "!9fQi [[^   ! \\!_ "urz"^B%;; =&IIe55789; q=G8@ VZ2G{--'--'--'6vh'6vh'6vh'6 E1QCq #FWAfX&GLWAfX&GLWAfX&GL=GGGGw''*:  g g g D 4u{{ +Bx BG""BK I)NNNNNN)pandasrrpandas_ta._typingrr pandas_ta.marpandas_ta.mapsrpandas_ta.utilsr r r r r rrstrboolr9rBrArKs$+"37&* g gg&,g gg,/g g $g  g#+ g  grB