🔵 Introduction The "Refinement" feature allows you to adjust the width of the order block according to your strategy. There are two modes, "Aggressive" and "Defensive," in the "Order Block Refine". The difference between "Aggressive" and "Defensive" lies in the width of the order block. For risk-averse traders, the "Defensive" mode is suitable as it provides a...
Library "Monty3192_Library" Libreria Monty3192 - MontyTrader calc_func(inversion1, inversion2, inversion3, inversion4, inversion5, inversion6, inversion7, inversion8, inversion9, inversion10, precio1, precio2, precio3, precio4, precio5, precio6, precio7, precio8, precio9, precio10, act_1, act_2, act_3, act_4, act_5, act_6, act_7, act_8, act_9, act_10)...
Library "regressions" This library computes least square regression models for polynomials of any form for a given data set of x and y values. fit(X, y, reg_type, degrees) Takes a list of X and y values and the degrees of the polynomial and returns a least square regression for the given polynomial on the dataset. Parameters: X (array) : (float ) ...
Library "FunctionDiscreteCosineTransform" Discrete Cosine Transform (DCT) The Discrete Cosine Transform (DCT) is a mathematical algorithm that converts a series of samples of a signal, typically in the time domain, into another domain called the frequency or spectral domain. It's commonly used for data compression and image/video coding applications such as...
©2024, GoemonYae; copied from @jdehorty's "KernelFunctions" on 2024-03-09 to ensure future dependency compatibility. Will also add more functions to this script. Library "KernelFunctions" This library provides non-repainting kernel functions for Nadaraya-Watson estimator implementations. This allows for easy substition/comparison of different kernel functions...
Library "NormalDistributionFunctions" The NormalDistributionFunctions library encompasses a comprehensive suite of statistical tools for financial market analysis. It provides functions to calculate essential statistical measures such as mean, standard deviation, skewness, and kurtosis, alongside advanced functionalities for computing the probability density...
Library "ApproximateGaussianSmoothing" This library provides a novel smoothing function for time-series data, serving as an alternative to SMA and EMA. Additionally, it provides some statistical processing, using moving averages as expected values in statistics. 'Approximate Gaussian Smoothing' (AGS) is designed to apply weights to time-series data that closely...
Library "TimeSeriesRecurrencePlot" In descriptive statistics and chaos theory, a recurrence plot (RP) is a plot showing, for each moment i i in time, the times at which the state of a dynamical system returns to the previous state at `i`, i.e., when the phase space trajectory visits roughly the same area in the phase space as at time `j`. ``` A recurrence plot...
Library "TimeSeriesGrammianAngularField" provides Grammian angular field and associated utility functions. ___ Reference: *Time Series Classification: A review of Algorithms and Implementations*. www.researchgate.net method normalize(data, a, b) Normalize the series to a optional range, usualy within `(-1, 1)` or `(0, 1)`. Namespace types:...
This Forecasting library has a couple of Novel and traditional approaches to forecasting stock prices. Traditionally, it provides a basic ARIMA forecaster using simple autoregression, as well as a linear regression and quadratic regression channel forecaster. Novel approaches to forecasting include: 1) A Moving Average based Forecaster (modelled after ARIMA), it...
The "Pineify/common" library presents a specialized toolkit crafted to empower traders and script developers with state-of-the-art time manipulation functions on the TradingView platform. It is instead a foundational utility aimed at enriching your script's ability to process and interpret time-based data with unparalleled precision. Key Features String...
Library "Gauge" The gauge library utilizes a gaugeParams object, encapsulating crucial parameters for gauge creation. Essential attributes include num (the measured value) , min (the minimum value equating to 100% on the gauge's minimum scale) , and max (the maximum value equating to 100% on the gauge's maximum scale) . The size attribute ...
Library ”StrategyDashboard” Hey, everybody! I haven’t done anything here for a long time, I need to get better ^^. In my strategies, so far private, but not about that, I constantly use dashboards, which clearly show how my strategy is working out. Of course, you can also find a number of these parameters in the standard strategy window, but I prefer to display...
Library "SessionVolumeProfile" Analyzes price & volume during regular trading hours to provide a session volume profile analysis. The primary goal of this library is to provide the developer with three values: the value area high, low and the point of control. The library also provides methods for rendering the value areas and histograms. To learn more about...
Strategy Statistics This library will add a table with statistics from your strategy. With this library, you won't have to switch to your strategy tester tab to view your results and positions. Usage: You can choose whether to set the table by input fields by adding the below code to your strategy or replace the parameters with the ones you would like to use...
Backtest Strategy Optimizer Adapter With this library, you will be able to run one or multiple backtests with different variables (combinations). For example, you can run 100 backtests of Supertrend at once with an increment factor of 0.1. This way, you can easily fetch the most profitable settings and apply them to your strategy. To get a better understanding...
Finally getting around to releasing the library component to the SPTS indicator! This library is packed with a ton of great statistics functions to supplement SPTS, these functions add to the capabilities of SPTS including a forecast function. The library includes the following functions 1. Linear Regression (single independent and single dependent) ...
Library "WIPFunctionLyaponov" Lyapunov exponents are mathematical measures used to describe the behavior of a system over time. They are named after Russian mathematician Alexei Lyapunov, who first introduced the concept in the late 19th century. The exponent is defined as the rate at which a particular function or variable changes over time, and can be...