i@SSKJrJrJrJr SSKJrJr SSKJ r J r J r SSK J r SSKJrJrJrJrJrJr SSKJr SS \S \ S \ S \ S \S\ S\ S\ S\4Sjjrg))isnanmaximumminimumnan) DataFrameSeries)DictLikeIntIntFloat)ma)v_driftv_mamodev_offset v_pos_defaultv_scalarv_series)rsiNcloselengthsmoothfactormamodedriftoffsetkwargsreturnc [US5n[US5nSU-S- nX-n [X 5nUcg[US5n[US5n[ U5n[ U5n[ X5n US:waUR5SOS n [XJUS 9n U RU5R5n [[U 55(ag[SXS 9n[[U55(agU[SXS 9-n[[U55(agX-nX- nURn[SURS 9n[SURS 9n[SURS 9n[U R SURS 9n[["URS 9n[["URS 9n[%SU5GH@nU R UU R US- nnUR US- UR US- nnUR US- UR US- nnUU:a-UU:a'['UUR U5UR U'OUR UUR U'UU:a-UU:a'[)UUR U5UR U'OUR UUR U'UU:aUU:d UU::aCUU:a=SUR U'UR U=UR U'UR U'GM`UU:aUU:d UU::aCUU:a=S UR U'UR U=UR U'UR U'GMUR US- UR U'UR US:Xa.UR U=UR U'UR U'GMUR U=UR U'UR U'GMC US:waDU R+U5n UR+U5nUR+U5nUR+U5nS U;aLU R-US SS9 UR-US SS9 UR-US SS9 UR-US SS9 U SUSUSU3n SU 3UlSU SU R15S3U lSU 3UlSU 3UlS=UlU lUR2=UlUlUR.UU R.U UR.UUR.U0n![5U!URS 9n"SU 3U"lUR2U"lU"$)uQuantitative Qualitative Estimation This indicator is similar to SuperTrend but uses a Smoothed ```rsi``` with upper and lower bands. Sources: * [prorealcode](https://www.prorealcode.com/prorealtime-indicators/qqe-quantitative-qualitative-estimation/) * [tradingpedia](https://www.tradingpedia.com/forex-trading-indicators/quantitative-qualitative-estimation) * [tradingview](https://www.tradingview.com/script/IYfA9R2k-QQE-MT4/) Parameters: close (Series): ```close``` Series length (int): RSI period. Default: ```14``` smooth (int): RSI smoothing period. Default: ```5``` factor (float): QQE Factor. Default: ```4.236``` mamode (str): See ```help(ta.ma)```. Default: ```"ema"``` drift (int): Difference amount. Default: ```1``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 4 columns Tip: Trend * Long: When the Smoothed RSI crosses the previous upperband. * Short: When the Smoothed RSI crosses the previous lowerband. Note: See also * QQE.mq5 by EarnForex Copyright © 2010 * Tim Hyder (2008) version * Roman Ignatov (2006) version rNgl@emar)r)indexfillnaT)inplace_QQE_RSIMAQQElQQEsmomentum)rrrrr rrlowerr diffabsallrsizerr$iatrrangerrshiftr&nameuppercategoryr)#rrrrrrrrwilders_length_lengthrsi__modersi_ma rsi_ma_trsmoothed_rsi_tr_madar upperband lowerbandmlongshorttrendqqeqqe_long qqe_shortic_rsip_rsic_longp_longc_shortp_short_propsdatadfs# Q/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/momentum/qqe.pyrHrHsR62 &F 61 %FZ!^N%G U $E } fe $F fe $F ENE f F u D!'5FLLN1 bE V ,F E"&&(I 5 E9D 5# $%% 2e/G GC 5: I I A !5;; 'D 1EKK (E 1EKK (E Aekk 2Cc-Hs%++.I 1a[zz!}fjjQ&7u!a%$((1q5/ 99QU+UYYq1u-= 6>efn!&)--*:;DHHQK#--*DHHQK 7?uw"7IMM!,<=EIIaL$==+EIIaL GO g %7"2EIIaL+/88A; 6CGGAJafn f_&EIIaL,1IIaL 8CGGAJq) 99QU+EIIaLyy|q /3xx{: X\\!_05 ! < Y]]1-CH{f%iizz&! F#6 fX& 5 6(#T 2x($7)48waxq& 2FVH~CHxtEKKM?"5FK6(OHMF8_IN%//CL6?-0\\9H * # V  x  D 4u{{ +BF8nBG,,BK I)NNNNNN)numpyrrrrpandasrrpandas_ta._typingr r r pandas_ta.mar pandas_ta.utilsr rrrrrrstrrHrVrUr^s..$55 "&+/%) \ \\ \ (\ \ #\  \#+ \  \rV