From 837e618f91d195a0c976befb2e08670e72c0d593 Mon Sep 17 00:00:00 2001
From: Kevin Johnson <appliedmathkj@gmail.com>
Date: Fri, 9 Sep 2022 15:52:50 -0700
Subject: [PATCH] ENH #561 #562 DOC update

---
 README.md                         |  4 +-
 pandas_ta/__init__.py             | 20 ++++----
 pandas_ta/_typing.py              |  2 +-
 pandas_ta/candles/__init__.py     | 14 +++---
 pandas_ta/cycles/__init__.py      |  4 +-
 pandas_ta/momentum/__init__.py    | 82 +++++++++++++++----------------
 pandas_ta/overlap/__init__.py     | 70 +++++++++++++-------------
 pandas_ta/performance/__init__.py |  6 +--
 pandas_ta/statistics/__init__.py  | 20 ++++----
 pandas_ta/transform/__init__.py   |  6 +--
 pandas_ta/trend/__init__.py       | 38 +++++++-------
 pandas_ta/utils/data/__init__.py  |  8 +--
 pandas_ta/volatility/__init__.py  | 30 +++++------
 pandas_ta/volume/__init__.py      | 38 +++++++-------
 setup.py                          |  2 +-
 15 files changed, 172 insertions(+), 172 deletions(-)

diff --git a/README.md b/README.md
index 40fa2ea..f2695f6 100644
--- a/README.md
+++ b/README.md
@@ -197,7 +197,7 @@ $ pip install pandas_ta[full]
 
 Development Version
 -------------------
-The _development_ version, _0.3.68b_, includes _numerous_ bug fixes, speed improvements and better documentation since release, _0.3.14b_.
+The _development_ version, _0.3.69b_, includes _numerous_ bug fixes, speed improvements and better documentation since release, _0.3.14b_.
 ```sh
 $ pip install -U git+https://github.com/twopirllc/pandas-ta.git@development
 ```
@@ -292,7 +292,7 @@ Contributions, feedback, and bug squashing are integral to the success of this l
 
 _Thank you for your contributions!_
 
-<a href="https://github.com/AbyssAlora"><img src="https://avatars.githubusercontent.com/u/32155747?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/abmyii"><img src="https://avatars.githubusercontent.com/u/52673001?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/alexonab"><img src="https://avatars.githubusercontent.com/u/16689258?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/allahyarzadeh"><img src="https://avatars.githubusercontent.com/u/11909557?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/anthotsang"><img src="https://avatars.githubusercontent.com/u/929793?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/austinvdubs"><img src="https://avatars.githubusercontent.com/u/34928616?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/baotang2118"><img src="https://avatars.githubusercontent.com/u/42202403?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/bizso09"><img src="https://avatars.githubusercontent.com/u/1904536?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/CMobley7"><img src="https://avatars.githubusercontent.com/u/10121829?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/codesutras"><img src="https://avatars.githubusercontent.com/u/56551122?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DannyMartens"><img src="https://avatars.githubusercontent.com/u/37220423?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DrPaprikaa"><img src="https://avatars.githubusercontent.com/u/64958936?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/daikts"><img src="https://avatars.githubusercontent.com/u/64799229?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/danlim-wz"><img src="https://avatars.githubusercontent.com/u/52344837?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/delicateear"><img src="https://avatars.githubusercontent.com/u/167213?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/dorren"><img src="https://avatars.githubusercontent.com/u/27552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/edwardwang1"><img src="https://avatars.githubusercontent.com/u/15675816?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/FGU1"><img src="https://avatars.githubusercontent.com/u/56175843?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ffhirata"><img src="https://avatars.githubusercontent.com/u/44292530?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/floatinghotpot"><img src="https://avatars.githubusercontent.com/u/2339512?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/FriendlyUser"><img src="https://avatars.githubusercontent.com/u/13860264?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/GF-Huang"><img src="https://avatars.githubusercontent.com/u/4510984?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/GSlinger"><img src="https://avatars.githubusercontent.com/u/24567123?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/hhashim1"><img src="https://avatars.githubusercontent.com/u/62855649?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/jaggas"><img src="https://avatars.githubusercontent.com/u/10492880?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/jhleong"><img src="https://avatars.githubusercontent.com/u/1499913?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/JoeSchr"><img src="https://avatars.githubusercontent.com/u/8218910?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/koonom1985"><img src="https://avatars.githubusercontent.com/u/5298953?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/KRaw1"><img src="https://avatars.githubusercontent.com/u/77465250?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/kush99993s"><img src="https://avatars.githubusercontent.com/u/8145062?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/Larry-u"><img src="https://avatars.githubusercontent.com/u/18108119?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/lluissalord"><img src="https://avatars.githubusercontent.com/u/7021552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/locupleto"><img src="https://avatars.githubusercontent.com/u/3994906?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/lucasmlofaro"><img src="https://avatars.githubusercontent.com/u/15791696?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/luisbarrancos"><img src="https://avatars.githubusercontent.com/u/387352?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/M6stafa"><img src="https://avatars.githubusercontent.com/u/7975309?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/maxdignan"><img src="https://avatars.githubusercontent.com/u/8184722?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mchant"><img src="https://avatars.githubusercontent.com/u/8502845?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mihakralj"><img src="https://avatars.githubusercontent.com/u/31756078?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/moritzgun"><img src="https://avatars.githubusercontent.com/u/68067719?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/NkosenhleDuma"><img src="https://avatars.githubusercontent.com/u/51145741?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/nicoloridulfo"><img src="https://avatars.githubusercontent.com/u/49532161?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/olafos"><img src="https://avatars.githubusercontent.com/u/2526551?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/oliver-zehentleitner"><img src="https://avatars.githubusercontent.com/u/47597331?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/pbrumblay"><img src="https://avatars.githubusercontent.com/u/2146159?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/pssolanki111"><img src="https://avatars.githubusercontent.com/u/40393715?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/RajeshDhalange"><img src="https://avatars.githubusercontent.com/u/32175897?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ramgarg102"><img src="https://avatars.githubusercontent.com/u/47526387?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rengel8"><img src="https://avatars.githubusercontent.com/u/34138513?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rluong003"><img src="https://avatars.githubusercontent.com/u/42408939?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ryanrussell"><img src="https://avatars.githubusercontent.com/u/523300?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/sgmheyhey"><img src="https://avatars.githubusercontent.com/u/30946314?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/SoftDevDanial"><img src="https://avatars.githubusercontent.com/u/64815604?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/schwaa"><img src="https://avatars.githubusercontent.com/u/2640598?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/tg12"><img src="https://avatars.githubusercontent.com/u/12201893?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/twrobel"><img src="https://avatars.githubusercontent.com/u/394724?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/UncleVasya"><img src="https://avatars.githubusercontent.com/u/1286157?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/WellMaybeItIs"><img src="https://avatars.githubusercontent.com/u/84646494?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/whubsch"><img src="https://avatars.githubusercontent.com/u/24275736?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/witokondoria"><img src="https://avatars.githubusercontent.com/u/5685669?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/wouldayajustlookatit"><img src="https://avatars.githubusercontent.com/u/44936661?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/YuvalWein"><img src="https://avatars.githubusercontent.com/u/65113623?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/zlpatel"><img src="https://avatars.githubusercontent.com/u/3293739?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a>
+<a href="https://github.com/AbyssAlora"><img src="https://avatars.githubusercontent.com/u/32155747?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/abmyii"><img src="https://avatars.githubusercontent.com/u/52673001?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/alexonab"><img src="https://avatars.githubusercontent.com/u/16689258?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/allahyarzadeh"><img src="https://avatars.githubusercontent.com/u/11909557?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/anthotsang"><img src="https://avatars.githubusercontent.com/u/929793?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/austinvdubs"><img src="https://avatars.githubusercontent.com/u/34928616?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/baotang2118"><img src="https://avatars.githubusercontent.com/u/42202403?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/bizso09"><img src="https://avatars.githubusercontent.com/u/1904536?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/CMobley7"><img src="https://avatars.githubusercontent.com/u/10121829?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/codesutras"><img src="https://avatars.githubusercontent.com/u/56551122?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DannyMartens"><img src="https://avatars.githubusercontent.com/u/37220423?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DominiqueGarmier"><img src="https://avatars.githubusercontent.com/u/42445422?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DrPaprikaa"><img src="https://avatars.githubusercontent.com/u/64958936?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/daikts"><img src="https://avatars.githubusercontent.com/u/64799229?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/danlim-wz"><img src="https://avatars.githubusercontent.com/u/52344837?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/delicateear"><img src="https://avatars.githubusercontent.com/u/167213?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/dorren"><img src="https://avatars.githubusercontent.com/u/27552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/edwardwang1"><img 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src="https://avatars.githubusercontent.com/u/40393715?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/RajeshDhalange"><img src="https://avatars.githubusercontent.com/u/32175897?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ramgarg102"><img src="https://avatars.githubusercontent.com/u/47526387?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rengel8"><img src="https://avatars.githubusercontent.com/u/34138513?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rluong003"><img src="https://avatars.githubusercontent.com/u/42408939?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ryanrussell"><img src="https://avatars.githubusercontent.com/u/523300?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a 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style="border-radius: 5px;"/></a> <a href="https://github.com/WellMaybeItIs"><img src="https://avatars.githubusercontent.com/u/84646494?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/whubsch"><img src="https://avatars.githubusercontent.com/u/24275736?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/witokondoria"><img src="https://avatars.githubusercontent.com/u/5685669?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/wouldayajustlookatit"><img src="https://avatars.githubusercontent.com/u/44936661?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/YuvalWein"><img src="https://avatars.githubusercontent.com/u/65113623?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/zlpatel"><img src="https://avatars.githubusercontent.com/u/3293739?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a>
 
 <br/>
 
diff --git a/pandas_ta/__init__.py b/pandas_ta/__init__.py
index b152360..f06122a 100644
--- a/pandas_ta/__init__.py
+++ b/pandas_ta/__init__.py
@@ -40,16 +40,16 @@ from pandas_ta.custom import create_dir, import_dir
 from pandas_ta.core import AnalysisIndicators
 
 __all__ = [
-    'name',
-    'EXCHANGE_TZ',
-    'RATE',
-    'Category',
-    'Imports',
-    'version',
-    'ma',
-    'create_dir',
-    'import_dir',
-    'AnalysisIndicators',
+    "name",
+    "EXCHANGE_TZ",
+    "RATE",
+    "Category",
+    "Imports",
+    "version",
+    "ma",
+    "create_dir",
+    "import_dir",
+    "AnalysisIndicators",
 ]
 
 __all__ += (
diff --git a/pandas_ta/_typing.py b/pandas_ta/_typing.py
index fff4b35..0c79624 100644
--- a/pandas_ta/_typing.py
+++ b/pandas_ta/_typing.py
@@ -46,7 +46,7 @@ DTypeLike = Any
 PandasDTypeLike = Any
 Shape = Tuple[int, ...]
 RelaxedShape = Union[int, Shape]
-Array = ndarray  # ready to be used for n-dim data
+Array = ndarray
 Array1d = ndarray
 Array2d = ndarray
 Array3d = ndarray
diff --git a/pandas_ta/candles/__init__.py b/pandas_ta/candles/__init__.py
index 1737664..9da8e2a 100644
--- a/pandas_ta/candles/__init__.py
+++ b/pandas_ta/candles/__init__.py
@@ -6,11 +6,11 @@ from .cdl_z import cdl_z
 from .ha import ha
 
 __all__ = [
-    'cdl_doji',
-    'cdl_inside',
-    'cdl_pattern',
-    'cdl',
-    'CDL_PATTERN_NAMES',
-    'cdl_z',
-    'ha',
+    "cdl_doji",
+    "cdl_inside",
+    "cdl_pattern",
+    "cdl",
+    "CDL_PATTERN_NAMES",
+    "cdl_z",
+    "ha",
 ]
diff --git a/pandas_ta/cycles/__init__.py b/pandas_ta/cycles/__init__.py
index 6eae446..ae54cda 100644
--- a/pandas_ta/cycles/__init__.py
+++ b/pandas_ta/cycles/__init__.py
@@ -3,6 +3,6 @@ from .ebsw import ebsw
 from .reflex import reflex
 
 __all__ = [
-    'ebsw',
-    'reflex',
+    "ebsw",
+    "reflex",
 ]
diff --git a/pandas_ta/momentum/__init__.py b/pandas_ta/momentum/__init__.py
index 8523316..182f47a 100644
--- a/pandas_ta/momentum/__init__.py
+++ b/pandas_ta/momentum/__init__.py
@@ -42,45 +42,45 @@ from .uo import uo
 from .willr import willr
 
 __all__ = [
-    'ao',
-    'apo',
-    'bias',
-    'bop',
-    'brar',
-    'cci',
-    'cfo',
-    'cg',
-    'cmo',
-    'coppock',
-    'cti',
-    'dm',
-    'er',
-    'eri',
-    'fisher',
-    'inertia',
-    'kdj',
-    'kst',
-    'macd',
-    'mom',
-    'pgo',
-    'ppo',
-    'psl',
-    'qqe',
-    'roc',
-    'rsi',
-    'rsx',
-    'rvgi',
-    'slope',
-    'smi',
-    'squeeze',
-    'squeeze_pro',
-    'stc',
-    'stoch',
-    'stochf',
-    'stochrsi',
-    'td_seq',
-    'trix',
-    'tsi',
-    'uo',
-    'willr',    
+    "ao",
+    "apo",
+    "bias",
+    "bop",
+    "brar",
+    "cci",
+    "cfo",
+    "cg",
+    "cmo",
+    "coppock",
+    "cti",
+    "dm",
+    "er",
+    "eri",
+    "fisher",
+    "inertia",
+    "kdj",
+    "kst",
+    "macd",
+    "mom",
+    "pgo",
+    "ppo",
+    "psl",
+    "qqe",
+    "roc",
+    "rsi",
+    "rsx",
+    "rvgi",
+    "slope",
+    "smi",
+    "squeeze",
+    "squeeze_pro",
+    "stc",
+    "stoch",
+    "stochf",
+    "stochrsi",
+    "td_seq",
+    "trix",
+    "tsi",
+    "uo",
+    "willr",    
 ]
diff --git a/pandas_ta/overlap/__init__.py b/pandas_ta/overlap/__init__.py
index 807253e..bded8d1 100644
--- a/pandas_ta/overlap/__init__.py
+++ b/pandas_ta/overlap/__init__.py
@@ -36,39 +36,39 @@ from .wma import wma
 from .zlma import zlma
 
 __all__ = [
-    'alligator',
-    'alma',
-    'dema',
-    'ema',
-    'fwma',
-    'hilo',
-    'hl2',
-    'hlc3',
-    'hma',
-    'hwma',
-    'ichimoku',
-    'jma',
-    'kama',
-    'linreg',
-    'mama',
-    'mcgd',
-    'midpoint',
-    'midprice',
-    'ohlc4',
-    'pwma',
-    'rma',
-    'sinwma',
-    'sma',
-    'smma',
-    'ssf',
-    'ssf3',
-    'supertrend',
-    'swma',
-    't3',
-    'tema',
-    'trima',
-    'vidya',
-    'wcp',
-    'wma',
-    'zlma',
+    "alligator",
+    "alma",
+    "dema",
+    "ema",
+    "fwma",
+    "hilo",
+    "hl2",
+    "hlc3",
+    "hma",
+    "hwma",
+    "ichimoku",
+    "jma",
+    "kama",
+    "linreg",
+    "mama",
+    "mcgd",
+    "midpoint",
+    "midprice",
+    "ohlc4",
+    "pwma",
+    "rma",
+    "sinwma",
+    "sma",
+    "smma",
+    "ssf",
+    "ssf3",
+    "supertrend",
+    "swma",
+    "t3",
+    "tema",
+    "trima",
+    "vidya",
+    "wcp",
+    "wma",
+    "zlma",
 ]
diff --git a/pandas_ta/performance/__init__.py b/pandas_ta/performance/__init__.py
index 84f73da..c30db9e 100644
--- a/pandas_ta/performance/__init__.py
+++ b/pandas_ta/performance/__init__.py
@@ -4,7 +4,7 @@ from .log_return import log_return
 from .percent_return import percent_return
 
 __all__ = [
-    'drawdown',
-    'log_return',
-    'percent_return',
+    "drawdown",
+    "log_return",
+    "percent_return",
 ]
diff --git a/pandas_ta/statistics/__init__.py b/pandas_ta/statistics/__init__.py
index 391b32a..594392b 100644
--- a/pandas_ta/statistics/__init__.py
+++ b/pandas_ta/statistics/__init__.py
@@ -11,14 +11,14 @@ from .variance import variance
 from .zscore import zscore
 
 __all__ = [
-    'entropy',
-    'kurtosis',
-    'mad',
-    'median',
-    'quantile',
-    'skew',
-    'stdev',
-    'tos_stdevall',
-    'variance',
-    'zscore',
+    "entropy",
+    "kurtosis",
+    "mad",
+    "median",
+    "quantile",
+    "skew",
+    "stdev",
+    "tos_stdevall",
+    "variance",
+    "zscore",
 ]
\ No newline at end of file
diff --git a/pandas_ta/transform/__init__.py b/pandas_ta/transform/__init__.py
index 29a78e1..d7ce355 100644
--- a/pandas_ta/transform/__init__.py
+++ b/pandas_ta/transform/__init__.py
@@ -4,7 +4,7 @@ from .ifisher import ifisher
 from .remap import remap
 
 __all__ = [
-    'cube',
-    'ifisher',
-    'remap',
+    "cube",
+    "ifisher",
+    "remap",
 ]
diff --git a/pandas_ta/trend/__init__.py b/pandas_ta/trend/__init__.py
index 6044917..89e9c57 100644
--- a/pandas_ta/trend/__init__.py
+++ b/pandas_ta/trend/__init__.py
@@ -20,23 +20,23 @@ from .vortex import vortex
 from .xsignals import xsignals
 
 __all__ = [
-    'adx',
-    'amat',
-    'aroon',
-    'chop',
-    'cksp',
-    'decay',
-    'decreasing',
-    'dpo',
-    'increasing',
-    'long_run',
-    'psar',
-    'qstick',
-    'short_run',
-    'trendflex',
-    'tsignals',
-    'ttm_trend',
-    'vhf',
-    'vortex',
-    'xsignals',
+    "adx",
+    "amat",
+    "aroon",
+    "chop",
+    "cksp",
+    "decay",
+    "decreasing",
+    "dpo",
+    "increasing",
+    "long_run",
+    "psar",
+    "qstick",
+    "short_run",
+    "trendflex",
+    "tsignals",
+    "ttm_trend",
+    "vhf",
+    "vortex",
+    "xsignals",
 ]
diff --git a/pandas_ta/utils/data/__init__.py b/pandas_ta/utils/data/__init__.py
index 879f602..dfbe2d8 100644
--- a/pandas_ta/utils/data/__init__.py
+++ b/pandas_ta/utils/data/__init__.py
@@ -5,8 +5,8 @@ from .processes import sample
 from .yahoofinance import yf
 
 __all__ = [
-    'av',
-    'polygon_api',
-    'sample',
-    'yf',
+    "av",
+    "polygon_api",
+    "sample",
+    "yf",
 ]
\ No newline at end of file
diff --git a/pandas_ta/volatility/__init__.py b/pandas_ta/volatility/__init__.py
index ade7e11..4f49e05 100644
--- a/pandas_ta/volatility/__init__.py
+++ b/pandas_ta/volatility/__init__.py
@@ -16,19 +16,19 @@ from .true_range import true_range
 from .ui import ui
 
 __all__ = [
-    'aberration',
-    'accbands',
-    'atr',
-    'atrts',
-    'bbands',
-    'donchian',
-    'hwc',
-    'kc',
-    'massi',
-    'natr',
-    'pdist',
-    'rvi',
-    'thermo',
-    'true_range',
-    'ui',
+    "aberration",
+    "accbands",
+    "atr",
+    "atrts",
+    "bbands",
+    "donchian",
+    "hwc",
+    "kc",
+    "massi",
+    "natr",
+    "pdist",
+    "rvi",
+    "thermo",
+    "true_range",
+    "ui",
 ]
diff --git a/pandas_ta/volume/__init__.py b/pandas_ta/volume/__init__.py
index 700a8e4..6e32a9c 100644
--- a/pandas_ta/volume/__init__.py
+++ b/pandas_ta/volume/__init__.py
@@ -20,23 +20,23 @@ from .vwma import vwma
 from .wb_tsv import wb_tsv
 
 __all__ = [
-    'ad',
-    'adosc',
-    'aobv',
-    'cmf',
-    'efi',
-    'eom',
-    'kvo',
-    'mfi',
-    'nvi',
-    'obv',
-    'pvi',
-    'pvo',
-    'pvol',
-    'pvr',
-    'pvt',
-    'vp',
-    'vwap',
-    'vwma',
-    'wb_tsv',
+    "ad",
+    "adosc",
+    "aobv",
+    "cmf",
+    "efi",
+    "eom",
+    "kvo",
+    "mfi",
+    "nvi",
+    "obv",
+    "pvi",
+    "pvo",
+    "pvol",
+    "pvr",
+    "pvt",
+    "vp",
+    "vwap",
+    "vwma",
+    "wb_tsv",
 ]
diff --git a/setup.py b/setup.py
index 05ccbed..a7f1ea4 100644
--- a/setup.py
+++ b/setup.py
@@ -20,7 +20,7 @@ setup(
         "pandas_ta.volatility",
         "pandas_ta.volume"
     ],
-    version=".".join(("0", "3", "68b")),
+    version=".".join(("0", "3", "69b")),
     description=long_description,
     long_description=long_description,
     author="Kevin Johnson",