Library "MathProbabilityDistribution" Probability Distribution Functions. name(idx) Indexed names helper function. Parameters: idx : int, position in the range (0, 6). Returns: string, distribution name. usage: .name(1) Notes: (0) => 'StdNormal' (1) => 'Normal' (2) => 'Skew Normal' (3) => 'Student T' (4) => 'Skew Student T' (5)...
"In statistics, kernel density estimation (KDE) is a non-parametric way to estimate the probability density function of a random variable." from wikipedia.com
EXPERIMENTAL: WARNING: Martingale is subject to HUGE drawdown spikes, use at your own risk! updated function to also double(aply multiplier) on even trades, example with a MA's crossover.
RSI inverse fisher transform (fishy turbo) as described here: autotradingstrategy.wordpress.com forexsb.com update: added color conditional.
Function for standardization or zScore.
displays the distribution of the outcome of a event over the last event. similar to this script:
A user defined function library of probability focused functions.
First off, a huge thank you to the following people: @LEGION: @LazyBear: www.tradingview.com @xSilas: www.tradingview.com @Ni6HTH4awK: www.tradingview.com @sco77m4r7and: @SNOW_CITY: www.tradingview.com @oh92: www.tradingview.com @alexgrover: www.tradingview.com @cI8DH: www.tradingview.com @DonovanWall: www.tradingview.com This is my second iteration...
Library "FunctionPatternFrequency" Counts the word or integer number pattern frequency on a array. reference: rosettacode.org count(pattern) counts the number a pattern is repeated. Parameters: pattern : : array : array with patterns to be counted. Returns: array : list of unique patterns. array : list of counters per...
A Magical little helper friend for Candle Math. When composing scripts, it is often necessary to manipulate the math around the OHLC. At times, you want a scalar (absolute) value others you want a vector (+/-). Sometimes you want the open - close and sometimes you want just the positive number of the body size. You might want it in ticks or you might want it in...
Function to convert unix time to a datestamp string.
Function to derive the frequency a range is visited over time. returns value (0 to 1) percent multiplier
A function to build random decision tree's paths using a bias distribution.
Function to calculate a forecast using a linear regression approach, this is the same function used on excel and other data sheet programs. reference: - support.microsoft.com - stackoverflow.com
Function that returns the number of days in any month.
Library "MLActivationFunctions" Activation functions for Neural networks. binary_step(value) Basic threshold output classifier to activate/deactivate neuron. Parameters: value : float, value to process. Returns: float linear(value) Input is the same as output. Parameters: value : float, value to process. Returns: float sigmoid(value) ...
Library "FunctionIntrabarCrossValue" intrabar_cross_value(a, b, step) Find the minimum difference of a intrabar cross and return its median value. Parameters: a : float, series a. b : float, series b. step : float, step to iterate x axis, default=0.01 Returns: float
a function to find a color value in a triangular gradient.