forecasting

LuxAlgo

Machine Learning: Anchored Gaussian Process Regression is an anchored version of Machine Learning: Gaussian Process Regression . It implements Gaussian Process Regression (GPR), a popular machine-learning method capable of estimating underlying trends in prices as well as forecasting them. Users can set a Training Window by choosing 2 points. GPR will be...

Steversteves 已更新 

This is a showcase indicator of my recently released SPTS library (the partner of the SPTS indicator). This is just to show some of the practical applications of the boring statistical functions contained within the library/SPTS indicator :-). This is an autoregressive (AR), scatter plot forecaster. What this means is it tags a lag of 1, performs an...

YinYangAlgorithms 已更新 

Machine Learning: VWAP aims to use Machine Learning to Identify the best location to Anchor the VWAP at. Rather than using a traditional fixed length or simply adjusting based on a Date / Time; by applying Machine Learning we may hope to identify crucial areas which make sense to reset the VWAP and start anew. VWAP’s may act similar to a Bollinger Band in the...

Steversteves 已更新 

Excited to release this indicator! I wanted to do a machine learning, ATR based indicator for a while, but I first had to learn about machine learning algos haha. Now that I have created a KNN based regression methodology (shared in a previous indicator), I can finally do it! So this is a Nearest Known Neighbor or KNN regression based indicator that uses ATR...

PresentTrading

## █ Introduction and How it is Different The trading strategy in question is an enhanced version of the SuperTrend indicator, combined with AI elements and an ADX filter. It's a multi-timeframe strategy that incorporates two SuperTrends from different timeframes and utilizes a k-nearest neighbors (KNN) algorithm for trend prediction. It's different from...

Giovanni-1- 已更新 

Guided by ICT tutoring, I create this versatile 'One Trading Set Up For Life' indicator This indicator shows a different way of viewing the "Highs and Lows" of Previous Sessions, drawing from the current day until 09:30 AM, the time at which the Highs and Lows of the previous day's sessions can be taken into consideration for a Reversal or for a Take...

Giovanni-1- 已更新 

Guided by ICT mentorship and help from TraderTim and its community, I created this versatile indicator to mark a "Premium/Discount" price range. This indicator shows the Premium and Discount Zones in an alternative way, manually setting the start of the band and automatically shows the HTF and LTF FVG present only in the set band, having a cleaning of the graph...

YinYangAlgorithms

This Indicator, will rate multiple different lengths of RSIs to determine which RSI to RSI MA cross produced the highest profit within the lookback span. This ‘Optimal RSI’ is then passed back, and if toggled will then be thrown into a Machine Learning calculation. You have the option to Filter RSI and RSI MA’s within the Machine Learning calculation. What this...

Sofien-Kaabar

Extreme duration uses a special combination of the RSI and its relative position to deliver a reversal signal. The following are the conditions to generate signals: * Bullish signal: The current 8-period RSI is below 50 and above 35 while the previous 5 RSI's are below 35. * Bearish signal: The current 8-period RSI is above 50 and below 65 while the previous 5...

fikira Wizard

This publication focusses at the intersection of 2 lines, and a trend estimation derived from a comparison of Intersection Point value against current price value. The formula to calculate the Intersection Point (IP) is: change1 = ta.change (valueLine1) change2 = ta.change (valueLine2) sf = (valueLine2 - valueLine1 ) / (change1 - change2) I = ...

YinYangAlgorithms

The SuperTrend is a very useful Indicator to display when trends have shifted based on the Average True Range (ATR). Its underlying ideology is to calculate the ATR using a fixed length and then multiply it by a factor to calculate the SuperTrend +/-. When the close crosses the SuperTrend it changes direction. This Strategy features the Traditional SuperTrend...

SamRecio

Trend Line Xross (TLX) Uses User Input Points to draw trendlines and displays the exact intersection point of those trendlines. This is the public indicator of the practical application for this intersection method included in my entry for Pinefest #1. To determine the exact intersection point I am using the y-intercept method as seen below. The code is...

Alien_Algorithms 已更新 

The script provided is a comprehensive illustration of how to implement and execute a simplistic Neural Network (NN) on TradingView using PineScript. It encompasses the entire workflow from data input, weight initialization, implicit neuron calculation, feedforward computation, backpropagation for weight adjustments, generating predictions, to visualizing the...

theGary

This indicator is designed to visually represent percentage lines from the open of the day. The % amount is determined by X amount of the last days to create an average...or Average Daily Range (ADR). 1. ADR Percentage Lines: The core function of the script is to apply lines to the chart that represent specific percentage changes from the daily open. It first...

Steversteves

Hello everyone, This is my seasonality indicator. I have been working on it for like 2 months, so hope you like it! What it does? The Ultimate Seasonality indicator is designed to provide you, the trader, an in-depth look at seasonality. The indicator gives you the ability to do the following functions: View the most bearish and bullish months over a...

OmegaTools

The Cycle Oscillator is a tool developed to help traders analyze market cycles thanks to a simplified version of the Hurst theory and the easy visualization provided by the detrended cycle. This indicator has two functions: - The first one is the plotting of a line that oscillates above and below the zero line, which can be used to find the cycle direction and...

Rami_LB 已更新 

Strong Pullback Indicator Description: The Strong Pullback Indicator is designed to identify potential pullbacks or even trend reversals by utilizing a specific candlestick pattern in conjunction with the Relative Strength Index (RSI). It is advised to employ this indicator in chart intervals of 15 minutes or higher, as intervals below 15 minutes may generate...

LuxAlgo 已更新 

We provide an implementation of the Gaussian Process Regression (GPR), a popular machine-learning method capable of estimating underlying trends in prices as well as forecasting them. While this implementation is adapted to real-time usage, do remember that forecasting trends in the market is challenging, do not use this tool as a standalone for your trading...