i{SSKJr SSKJrJrJrJr SSKJrJ r SSK J r J r J r SSKJr SSKJrJrJrJr \"SS9S 5rSS \ S \ S \ S\ S\S\ S\ S\ 4Sjjrg ))njit)arctanisnannan zeros_like) DataFrameSeries)DictLikeIntIntFloat)Imports)v_offset v_pos_defaultv_seriesv_talibT)cachec(SSURpenSupxn [U5n [U5[U5p[U5[U5p[U5[U5nn[U5[U5nn[U5[U5[U5nnn[U5[U5nn[U5[U5nn[SU5GH)nSUUS- -S-nSUU-S UUS- --S UUS - --S UUS- --U U'UXJU-XZUS - --XZUS - -- XJUS- -- -U U'UXKU-X[US - --X[US - -- XKUS- -- -UU'U US- U U'UXMU-X]US - --X]US - -- XMUS- -- -UU'UUUU-UUUS - --UUUS - -- UUUS- -- -UU'U UUU- UU'UUUU-UU'X~U-SU- UUS- --UU'UUU-SU- UUS- --UU'UUUUS- -UUUUS- --UU'UUUUS- -UUUUS- --UU'UUU-SU- UUS- --UU'UUU-SU- UUS- --UU'UUS:wa$UUS:waS[UUUU- 5- UU'OSUU'UUSUUS- -:aSUUS- -UU'UUSUUS- -:aSUUS- -UU'UUS:aSUU'UUS:aSUU'UUU-SU- UUS- --UU'UUU-XUS- --U U'U US:wa[UUU U- 5UU'UUS- UU- nUS:aSnUU- UU'UUU:aUUU'UUU:aUUU'UUUU-SUU- UUS- --UU'SUU-UU-SSUU-- UUS- --UU'GM, [[sUSU&USU&UU4$)Ng -?g.!u?)皙?gQ?q= ףp?g333333?gHzG?g?g333333?rg?gihrg?r2?)sizerrangerr)x fastlimit slowlimitprenanabmp_wsmp_wsmp_w_cwma4dtsmpi1i2jijqq1q2reimalphaperiodphasemamafamaiadj_prev_perioddphases Q/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/overlap/mama.pynb_mamar= sfaff!A)C a=DmZ] ]JqM ]JqMB ]JqMBqM:a=*Q-EBqM:a=EFA 1 $D1a[&Q-/$6!*sQq1uX~-aAh>qQxOQ1Aw;!a%[#@1APQE{?#RUV^_bc^cYdUd#de1 1!u9qa!e9}#F1I&)Oq3w&Q-&??q "W1q5z%99A a5C<bebem,E!Hq1ua( A:Fv%a 8i  E!H 8i  E!H(QqT/Qq\T!a%[$@@Qa.47*a#a..@DQK-OOQ}@$' D&M4= :Ncloser r!r"taliboffsetkwargsreturnc Z[US5nUcg[US5n[US5n[US5n[U5n[U5nUR 5n[ S(aU(aSSKJn U "XU5upO[XX#5up[[U 55(d[[U 55(agS US U3n S U 3U S U 3U 0n [XRS 9nS U 3Ul S UlUS:waURU5nSU;aUR!USSS9 U$)aMESA Adaptive Moving Average This indicator, aka the Mother of All Moving Averages by John Ehlers, attempts to adapt to volatility by using a Hilbert Transform Discriminator Sources: * [Ehlers's Mother of Adaptive Moving Averages](http://traders.com/documentation/feedbk_docs/2014/01/traderstips.html) * [tradingview](https://www.tradingview.com/script/foQxLbU3-Ehlers-MESA-Adaptive-Moving-Average-LazyBear/) Parameters: close (Series): ```close``` Series fastlimit (float): Fast limit. Default: ```0.5``` slowlimit (float): Slow limit. Default: ```0.05``` prenan (int): Prenans to apply. TV-LB ```3```, Ehler's ```6```, TA Lib ```32```. Default: ```3``` 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): 2 columns Tip: **FAMA** also included rNrg?rr@r)MAMA_rEFAMA)indexoverlapfillnaT)inplace)rrrrto_numpyr r@rEr=allrrrHnamecategoryshiftrJ)r?r r!r"r@rArBmode_talnp_closerEr7r8_propsdatadfs r<r7r7`s4B UA E }i-Ii.I 61 %Fu~H f F~~HwH(y9 dX)D  5;3uT{++ 1YK (F6(OTT&?D 9D 4{{ +BVHoBGBK{ XXf 6 &"D 1 Ir>)NNNNN)numbarnumpyrrrrpandasrr pandas_ta._typingr r r pandas_ta.mapsr pandas_ta.utilsrrrrr=boolr7r>r<r^s00$55"FF DOOfFJ&*G G&G:BG G#G G#+G Gr>