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!_
-
+
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",