CC - Array-meta Consolidated Interval Display (ACID)This script extends my other two Array examples (which I've also provided to you open source):
The Ticker-centric 5m,15m,45m,1h,4h,1d resolution labels using arrays:
And the more Macro VIX,GLD,TLT,QQQ,SPY,IWM 1d resolution labels using arrays:
This script aims to show how to use min/max/avg with Arrays easily. My next example after this will be exploring the usage of variance versus covariance ratios over different periodic interval resolutions. Currently, this is using the following intervals: 5m,15m,45m,1h,4h,1d. It takes these intervals, calculates the values at those resolutions and puts the absolute min and max from the 5 minute to the 1 day resolutions.
It's more of an example of the power that arrays can hold, as all this truly is right now is a min/max bound calculator. The real gem lies in the avg calculators for multiple resoltuions tied into a single label with readable data. Check out the code and let me know what you think. If you need more examples, the other two scripts I mentioned before are also open source.
Using this on intervals of less than 1D sometimes times out, the way I wrote it is memory intensive, may not work for non-pro users.
Thanks!
NONE OF THIS IS FOREWARD LOOKING STATEMENTS, THIS IS NOT A PREDECTIVE ANALYSIS TOOL. THIS IS A RESEARCH ATTEMPT AT A NOVEL INDICATOR. I am not responsible for outcomes using it.
Please use and give criticisms freely. I am experimenting with combining resolutions and comparing covariance values at different levels right now, so let me know your thoughts! The last indicator will likely not be open source, but may be depending on how complex I get.
Pesquisar nos scripts por "spy"
CC - Macro Consolidated Interval Display (MCID)Ever wish you didn't have to rapidly flip between 6 different tickers to get the full picture?
Yeah, me too. Do you also wish that you kind of understood how the shift / unshift function works for arrays?
Yeah, I did too. Both of those birds are taken care of with one stone!
The Macro Consolidated Interval Display uses the new Array structure and security to display data for VIX, GLD, TLT, QQQ, SPY and IWM (at a 1D interval) SIMUTANEOUSLY! Regardless of which ticker you're looking at you can get the full picture of macro futures data without flipping around to get it.
This is my first script trying to use arrays. It basically shows the following a 1d interval:
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for VIX.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for GLD.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for TLT.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for QQQ.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for SPY.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for IWM
To make it more or less busy, I've allowed you to toggle off any of the levels you wish. I've also chosen to leave this as open source, as it's nothing too experimental, and I hope that it can gain some traction as an Array example that the public can use! If you don't like the different values that are shown, use this source code example as a spring-board to put values that you do care about onto the labels.
If this code has helped you at all please drop me a like or some constructive criticism if you do not think it's worth a like.
Good luck and happy trading friends. This should be compatible with my CID as well:
If this gets traction, I will post something similar for a dynamic combination of tickers and intervals that you can set yourself.
CC - Consolidated Interval Display (CID)Ever wish you didn't have to rapidly flip between 6 different intervals to get the full picture?
Yeah, me too. Do you also wish that you kind of understood how the shift / unshift function works for arrays?
Yeah, I did too. Both of those birds are taken care of with one stone!
The Consolidated Interval Display uses the new Array structure and security to display data for 5m, 15m, 45m, 1h, 4h and 1d intervals SIMUTANEOUSLY! Regardless of which interval you're looking at you can get the full picture of numerical data without flipping around to get it.
This is my first script trying to use arrays. It basically shows the following for the given ticker:
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 5 minute level.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 15 minute level.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 45 minute level.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 1 hour level.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 4 hour level.
ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP at the 1 day level.
To make it more or less busy, I've allowed you to toggle off any of the levels you wish. I've also chosen to leave this as open source, as it's nothing too experimental, and I hope that it can gain some traction as an Array example that the public can use! If you don't like the different values that are shown, use this source code example as a spring-board to put values that you do care about onto the labels.
If this code has helped you at all please drop me a like or some constructive criticism if you do not think it's worth a like.
Good luck and happy trading friends.
If this gets traction, I will post something similar for a combination of SPY, VIX, GOLD, QQQ, IWM and TLT.
Supertrend, MA & Market Strength by Keiron RichieThis script comprises of three separate indicators to give an improved view; a redesign of the Supertrend indicator to identify up/down trend and changes the background colour to red or green accordingly. This is then overlayed with the Mother of Adaptive Moving averages by John Ehlers (MAMA) which adapts to price movement in an entirely new and unique way. The advantage of this method of adaptation is that it features a fast attack average and a slow decay average so that composite average rapidly ratchets behind price changes and holds the average value until the next ratchet occurs. Since the average fallback is slow I can build trading systems that are virtually free of whipsaw trades.
Additionally, there are up & down arrows below and above the bars respectively which demonstrate overall market strength or weakness. By combining the relative strength in a trend with the true strength of the Nasdaq (NDX) and S&P500 (SPY) we can then compare that against the volatility/fear index (VIX) to show if the market is excerpting pressure on the component in either direction. i.e. if the red arrow shows then the market indexes true strength is decreasing & if the small green arrow shows then the market index is gaining strength which may be likely to impact the component/symbol you are viewing. It’s a very quick and effective method of seeing the strength within the market indexes and how they are effecting your chart.
Because of the nature of the script it is tested and works well on all timeframes with Stocks listed on NASDAQ & S&P500.
Alerts are available for a change of background colour state. i.e Green=Buy, Red=Sell
21/55 EMA Cloud w/ Optional RibbonThis indicator behaves like a traditional EMA ribbon by using the 21, 25, 30, 35, 40, 45, 50, and 55 bar exponential moving averages. In this particular indicator, the traditional EMA ribbon lines are turned off by default leaving only a filled in area between the 21 and 55 bar averages. The filled in area is green when the 21 bar average is greater than the 55 and red otherwise. Additionally, the 9, 100, and 200 exponential moving averages are available for reference.
ANN MACD (BTC)
Logic is correct.
But I prefer to say experimental because the sample set is narrow. (300 columns)
Let's start:
6 inputs : Volume Change , Bollinger Low Band chg. , Bollinger Mid Band chg., Bollinger Up Band chg. , RSI change , MACD histogram change.
1 output : Future bar change (Historical)
Training timeframe : 15 mins (Analysis TF > 4 hours (My opinion))
Learning cycles : 337
Training error: 0.009999
Input columns: 6
Output columns: 1
Excluded columns: 0
Grid
Training example rows: 301
Validating example rows: 0
Querying example rows: 0
Excluded example rows: 0
Duplicated example rows: 0
Network
Input nodes connected: 6
Hidden layer 1 nodes: 8
Hidden layer 2 nodes: 0
Hidden layer 3 nodes: 0
Output nodes: 1
Learning rate : 0.6 Momentum : 0.8
More info :
EDIT : This code is open source under the MIT License. If you have any improvements or corrections to suggest, please send me a pull request via the github repository github.com
13612WThis script is a 13612W momentum filter used in the Vigilant Asset Allocation (VAA) and Defensive Asset Allocation (DAA) created by Wouter J. Keller and Jan Willem Keuning.
This asset allocation strategy was uploaded to SSRN in 2017 and 2018.
13612W Calculation Method
(Profitability in Last 1 months * 12 +
Profitability in Last 3 months * 4 +
Profitability in Last 6 months * 2 +
Profitability in Last 12 months)/4
Let me briefly explain one of the VAAs, VAA-G4.
The VAA-G4 has an annualized return of 17.7%, a Sharpe ratio of 1.07% and Max Drawdown of 16.1%.
(It's too long and complicated to describe all VAA, DAA strategies. Above all, the translator performance is not good.)
VAA Global 4 Universe: SPY, EFA, EEM, AGG
Cash Universe: SHY , IEF, LQD
If 13612W of VAA Global 4 Universe is negative at least one
>> 100% of assets hold one of the highest 13612W of Cash Universe
If all 13612W of VAA Global 4 Universe are positive
>> 100% of assets hold one of the highest 13612W of VAA Global 4 Universe
Rebalancing is done every month according to this method.
RAT Momentum Squeeze BETAV1.0
MAs are a great tool to measure the market's momentum. I created this indicator to graphically depict bullish and banishment movements with the moving averages.
Using the 50, 100, & 200 day MA in conjunction with the RSI we are able to find great swing setups. This is used best on the 30min & up to the daily chart.
Vicious Cycle by Cryptorhythms [CR]Vicious Cycle by Cryptorhythms
Intro
I have been working on this one for a few months now, bringing our flagship indicator Bull Bear Filter up to date with new ideas and algorithms to clarify cyclical trend components in any time series data.
Description
This indicator has no settings that the user needs to change. It is completely adaptive and dynamic to any market, timeframe, or time series data. The goal was to create a tool that isolated cyclical waveforms, making it easier to follow a noisy market. Keep in mind, its not RSI, Stoch, Ehlers or anything else - its a completely new DSP method that I created myself. You can only get the Vicious Cycle from CR!
Private
This indicator is reserved for our members only to prevent the alpha decay as long as possible. You can view my signature at the bottom of this post for more information on membership.
Examples
Here I will list a number of examples screenshots across markets and timeframes. Remember, NO SETTINGS WERE CHANGED at all for these screenshots. As you can see its quite a versatile tool!
BITCOIN
XBTUSD 20Min
XBTUSD 4H
XBTUSD 6H
GOLD
XAUUSD 2D
XAUUSD 4H
FOREX
EURUSD 3 Min
EURUSD 30 Min
GBPJPY 1H
USDJPY 12H
STOCKS
TSLA 1D
AMD 1D
SPY 1D
VIX 12H
OIL
USDWTI 3D
USDWTI 2H
USOIL 15 Min
ADD for SPX intraday (NYSE Adv-Decl) -Tom1traderThis is the NYSE Advancers - decliners which the SPX pretty much follows. You can chart it like any index (ADD -NYSE $ADV MINUS $DECL) but I find it more useful in a separate panel with colors for direction.
The level gives an idea of days move (example: plus or minus 500 is not much movement through the session) but I follow the direction as when more stocks advance (green) or decline (red) the index tends to track it pretty closely.
On SPX, SPY and correlateds - very useful for intra-day trading (Scalping or 0DTE option trades) but not for higher time frames at all. If you chart the ADD in a chart and compare 5 minute to daily you will see what I mean.
I left it at 5 minutes timeframe which displays well on any intraday chart. You can change it by changing the "5" in the security function on line 13 to what you want ("1" 1 minute, "15" 15 minutes) or change it to timeframe.period (no quotes) so that it will follow the timeframe of the current chart. I like 5 min as it displays better on higher timeframes i.e. 15 min. or hour.
A simple moving average with a length of 10 is added to help gauge momemtum.
Hope this helps with trading or scripting ideas, questions or feed back welcome. Keep Smiling.
Gap driven intraday trade (better in 15 Min chart)// Based on yesterday's High, Low, today's open, and Bollinger Band (20) in current minute chart,
// Defined intraday Trading opportunity: Stop, Entry, T0, Target (S.E.T.T)
// Back test in 60, 30, 15, 5 Min charts with SPY, QQQ, XOP, AAPL, TSLA, NVDA, UAL
// In 60 and 30 min chart, the stop and target are too big. 5 min is too small.
// 15 min Chart is the best time frame for this strategy;
// -------------------------------------------------------------------------------
// There will be Four lines in this study:
// 1. Entry Line,
// 1.1 Green Color line to Buy, If today's open price above Yesterday's High, and current price below BB upper line.
// 1.2 Red Color line to Short, if today's open price below Yesterday's Low, and current above BB Lower line.
//
// 2. Black line to show initial stop, one ATR in current min chart;
//
// 3. Blue Line (T0) to show where trader can move stop to make even, one ATR in current min chart;
//
// 4. Orange Line to show initial target, Three ATR in current min chart;
//
// Trading opportunity:
// If Entry line is green color, Set stop buy order at today's Open;
// Whenever price is below the green line, Prepare to buy;
//
// If Entry line is Red color, Set Stop short at today's Open;
// Whenever price is above the red line, Prepare to short;
//
// Initial Stop: One ATR in min chart;
// Initial T0: One ATR in min chart;
// Initial Target: Three ATR in min chart;
// Initial RRR: Reward Risk Ratio = 3:1;
//
// Maintain: Once the position moves to T0, Move stop to "Make even + Lunch (such as, Entry + $0.10)";
// Allow to move target bigger, such as, next demand/supply zone;
// When near target or demand/supply zone or near Market close, move stop tightly;
//
// Close position: Limit order filled, or near Market Close, or trendline break;
//
// Key Step: Move stop to "Make even" after T0, Do not turn winner to loser;
// Willing to "in and out" many times in one day, and trade the same direction, same price again and again.
//
// Basic trading platform requests:
// To use this strategy, user needs to:
// 1. Scan Stocks Before market open:
// Prepare a watch list for top 10 ETF and Top 90 stocks which are most actively traded.
// Stock might be limited by price range, Beta, optionable, ...
// Before market open, Run a scan for these stocks, find which has GAP and inside BB;
// create watch list for that day.
//
// 2. Attach OSO and OCO orders:
// User needs to Send Entry, Stop (loss), and limit (target) orders at one time;
// Order Send order ( OSO ): Entry order sends Stop order and limit order;
// Order Cancel order ( OCO ): Stop order and limit order, when one is filled, it will cancel the other instantly;
Trend Trade ( in W, D, H, 15M )Condition:
Uptrend, EMA5 > EMA8 > EMA13
Downtrend, EMA5 < EMA8 < EMA13
EMA# input can be changed by user.
Trading Plan:
1. Long in Uptrend when Price croseover EMA5;
Buy EMA5 + 0.03 (Do not wait for close), initial stop EMA13-0.03
If it is a big Gap up, do not chase. Let it go;
2. Short in Downtrend when Price croseunder EMA5;
Short EMA5 - 0.03 (Do not wait for close), initial stop EMA13+0.03
If it is a big Gap Down, do not chase. Let it go;
3. No target strategy in this study;
Back test Weekly, daily, hourly, 15M chart for ES1!, CL1!, GC1!, SPY, QQQ, TLT, IWM, XLF, XLK, XOP, GS, IBM, APPL, AMD, MMM, WBA
When side way move, Entry could be stopped quickly with small loss;
When entry in trending move, the position could be hold for a good range, and keep adding to winner.
Using this study, Futures and ETFs are better than single stock. Big Gap can break the trend, and trigger big stop loss;
This study is designed to join an existing trend. Try not use this in the time frame below 15 min.
To catch the turning point of a swing, Price action (Demand/Supply Confirmation) and trendlineBreak could be more accurate than EMA/SMA lines.
Buy in long term uptrend (Weekly and Daily)Condition: in uptrend, EMA8 > EMA144 (User can change the EMA# from input);
Price Action: (Price crossover EMA144) or (price touched EMA144 and close above it);
Trading Plan: Buy at close or next open; Initial Stop below EMA144;
No Exit strategy in this study, trader needs to move stop by other rules; such as, uptrend line break;
Back test Weekly and daily chart for SPY, QQQ, TLT, GLD, IWM, XLF, XLK, XOP, GS, IBM, APPL, CAT, LVS
1. When side way move or price From uptrend to Down trend, Entry could be stopped quickly with small loss;
2. When buy in trending move, the position could be hold for few years.
The best sample is QQQ weekly chart.
This is my first tradingview script. I created this script file and tested in one week.
Maybe, this script is too simple, other people published similar code already; Sorry, I didn't Check that yet.
S&P 500 Sector Strength IndexHi traders , this is lonelygrass again 😄, and I am going to show what you don't often see out there and share it with you.
This indicator is called "s&p 500 sector strength index"😎 , which allows you to distinguish strengths and weaknesses between different sectors in s&p500, and to create meaningful trading frameworks around it.
Similar to the RSI indicator , it also has overbought and oversold levels , you can clearly figure out the degree of crowd behaviors in various sectors' stocks .
For me 🤣, I will use it to "BUY LOW⬇️ , SELL HIGH⬆️". When a sector is oversold at the moment, I will try to buy those stocks when I find price actions and chart patterns in comply with the analysis by this indicator , the opposite for shortselling.
Also, for sake of being more user-friendly 👍, I added a function which enables you to only select the sector(s) you want to look at in order to make it less messy.
If you can't help to know what I will share with you coming up, then FOLLOW my account 😙 . Also , your likes and shares are really important 🎊. I will get more motivated to bring you new thing every day!!! ✍
OasisTrading OHL Levels This indicator is free to all Oasis Trading Group members.
Open, High, and Low levels for D, W, M, 90D, 12M.
Labels and Alerts coming soon.
For Access or Questions: Private message us. Thank you.
Wick SniperThis indicator is free to all Oasis Trading Group members.
The Wick Sniper was created to catch volatile moves that are extended from the mean. It uses an advanced ATR formula to follow price like a band, with an upper deviation and a lower deviation. I have also added a 1 candle offset so that the moves are not in "hindsight". Feel free to experiment with the inputs to find what is best for your asset.
For Access or Questions: Private message us. Thank you.
MACD and RSI divergence by SANDWICHIdentifies hidden price areas of RSI and MACD divergence in the market. Use for major currency pairs, I find it works best on SPY or SPX500 though.
CBG Key Numbers v6Here is my opening range, key numbers indicator. It takes the Opening Range (5 minutes by default) and then plots the opening range and up to 7 extensions of that range above and below.
It's amazing how the OR is stamped up on the rest of the day's price movements.
2 strategies (at least) are to play the OR range breakout and to fade when price hits an extreme range.
You have total control over how you set up the various lines and colors.
If you start overlaying the trading day with the OR and it's extensions, you will see amazing patterns become clear. For example, the pump and reverse. This is where price pumps right out of the opening and then reverses later in the morning.
I have the opening price set to big circles as this is one of the most important reference points during the day.
Important: For some reason, the 9:30 am time Opening acts differently for equities and futures . For equities, you can set the time values to 0930. But for futures , to capture the Open at 9:30, you have to set the time values to start at 0830. I haven't been able to find a better solution but setting the times manually works. Make sure to set all the time values on the Options screen.
There is one more setting of interest. It is called IB Target Amount. This is a number above and below the opening range that I have observed price to hit whenever there's a breakout. This will allow you to predict a price target on breakouts. For SPY , I have found that price usually breaks out to at least 50 cents. On ES futures , it's 6 dollars. This can help you lock in 10% and 20% when trading options and is a great tool. That's why I have it so prominent in red. You will also see price return to this level during the day and act as support or resistance.
Please disregard the red and green shaded rectangles. They are my own support and resistance zones and TV wouldn't let me hide them from the picture. :-)
I mostly use this on a 5 minute chart but any timeframe will work.
TAI - Trend Agreement IndexThe TAI is an experimental indicator we created to begin working on a automated trading algorithm. It takes five signals from our indicators and gives a +1 or -1 for each signal depending on if the signal is bullish or bearish.
This indicator should not be used for direct signals, but for confluence in trend. Long periods of flatness at 5 or -5 will indicate a very strong trend in that direction.
The TAI gives 4 different arrows depending on what the trend is doing.
Blue = Uptrend
Red = Uptrend Lost
Orange = Downtrend
Green = Downtrend Lost
This is a free add-on indicator for traders with access to the DBT MoMo and the Oasis Trading Suite and Bundle Package.
For Access or Questions: Private message us. Thank you.
Market Sentiment ShadingThe Market Sentiment Shading Indicator shades the background of the asset based on signals from the DBT MoMo and Oasis Trading Suite. This indicator was designed to make it very obvious which direction the trend is moving and to keep the trader focused on following trend.
There are four different shades:
Dark Green = Bull
Light Green = Strong Bull
Dark Red = Bear
Light Red = Strong Bear
This is a free add-on indicator to traders with access to the DBT MoMo and Oasis Trading Suite and Bundle Package.
For Access or Questions: Private message us. Thank you.
Trading Range Indicator - TRISimple script made to identify trading ranges in any timeframe
The oscillator bounces between 1 and 0. 1 means that the current asset is in a trading range and 0 meaning it is not.
The determination of a trading range is determined by the following:
ATR(14)40 and RSI<60
ADX<25
Due to all 3 having to be fulfilled in order for the oscillator to show there is a trading range, this causes a problem where 2 of the conditions are fulfilled and therefore still shows 0 on the oscillator, however, the asset could very well be in a trading range.
So what in the world do you use this for if there is such a significant margin of error?
Since all 3 conditions need to be fulfilled in order for it to be considered a trading range, this gives a very strong indicator of said trading ranges. So if a person is looking at individual stock tickers or the SPY index ticker, then when the oscillator reads a 1, it could be ideal to open an Iron Condor on said ticker. This means that this indicator is not well suiting for traditional long and short stock positions, but rather it is made for options traders who by using an Iron Condor can make money of a range-bound market.
Trend-Following Combo-SuperTrend, EMA, Aroon, DMI, Laguerre RSIThis is a trend-following indicator which condenses two SuperTrend indicators -- one based on analysis over a shorter period of time (1.5, 7), and one based on analysis over a longer period of time (1.65, 100) -- into a single indicator which appears on your chart only when both the shorter- and longer-term analysis indicates a "SuperTrend" in the same direction.
Additionally, potential trade entry indicators are displayed in the form of up and down arrows when (by default) three of the following five indicators suggest that the market is trending in the same direction as both the shorter- and longer-term SuperTrend indicators:
EMA Crossover (8, 15)
Aroon Indicator (8)
Aroon Oscillator (8)
Directional Movement Index (DI +/-) (8)
Laguerre RSI (13)
You may update the parameters of any of the indicators to match your own preferences.
Additionally, you may also adjust the "Threshold" of indicators that must be in agreement with the SuperTrend to show a potential trade entry arrow. Bear in mind that if you set the Indicator Threshold too low, you will see more frequent trade entry arrows, many of which will not be profitable if taken. Similarly, set this value too high, and you will see fewer trade entry arrows that may not appear until after most of the "juice" in the trend has evaporated. Ideal values for the threshold seem to be between 2-4, depending on the symbol you are trading.
The following image shows all of the indicators referenced above on a 5-minute chart of the SPY during a single trading day:
And, here is the same period of time showing only the Trend-Following Combo indicator with default settings:
This indicator would not have been possible save for work contributed by the following:
SuperTrend by Rajandran R
Aroon w/ crossovers highlighted by seiglerj
Aroon Oscillator by jcrewolinsky
Directional Movement Index by TradingView
Laguerre RSI (Self Adjusting Alpha with Fractals Energy) by everget
Macroeconomic Artificial Neural Networks
This script was created by training 20 selected macroeconomic data to construct artificial neural networks on the S&P 500 index.
No technical analysis data were used.
The average error rate is 0.01.
In this respect, there is a strong relationship between the index and macroeconomic data.
Although it affects the whole world,I personally recommend using it under the following conditions: S&P 500 and related ETFs in 1W time-frame (TF = 1W SPX500USD, SP1!, SPY, SPX etc. )
Macroeconomic Parameters
Effective Federal Funds Rate (FEDFUNDS)
Initial Claims (ICSA)
Civilian Unemployment Rate (UNRATE)
10 Year Treasury Constant Maturity Rate (DGS10)
Gross Domestic Product , 1 Decimal (GDP)
Trade Weighted US Dollar Index : Major Currencies (DTWEXM)
Consumer Price Index For All Urban Consumers (CPIAUCSL)
M1 Money Stock (M1)
M2 Money Stock (M2)
2 - Year Treasury Constant Maturity Rate (DGS2)
30 Year Treasury Constant Maturity Rate (DGS30)
Industrial Production Index (INDPRO)
5-Year Treasury Constant Maturity Rate (FRED : DGS5)
Light Weight Vehicle Sales: Autos and Light Trucks (ALTSALES)
Civilian Employment Population Ratio (EMRATIO)
Capacity Utilization (TOTAL INDUSTRY) (TCU)
Average (Mean) Duration Of Unemployment (UEMPMEAN)
Manufacturing Employment Index (MAN_EMPL)
Manufacturers' New Orders (NEWORDER)
ISM Manufacturing Index (MAN : PMI)
Artificial Neural Network (ANN) Training Details :
Learning cycles: 16231
AutoSave cycles: 100
Grid
Input columns: 19
Output columns: 1
Excluded columns: 0
Training example rows: 998
Validating example rows: 0
Querying example rows: 0
Excluded example rows: 0
Duplicated example rows: 0
Network
Input nodes connected: 19
Hidden layer 1 nodes: 2
Hidden layer 2 nodes: 0
Hidden layer 3 nodes: 0
Output nodes: 1
Controls
Learning rate: 0.1000
Momentum: 0.8000 (Optimized)
Target error: 0.0100
Training error: 0.010000
NOTE : Alerts added . The red histogram represents the bear market and the green histogram represents the bull market.
Bars subject to region changes are shown as background colors. (Teal = Bull , Maroon = Bear Market )
I hope it will be useful in your studies and analysis, regards.
ANN Forecast Dependent Variable Odd GeneratorHello , this script is the ANN Forecast version of my "Dependent Variable Odd Generator " script.
I went to simplify a bit because the deep learning calculations are too much for this command.
The latest instruments included:
WTI : West Texas Intermediate (WTICOUSD , USOIL , CL1! ) Average error : 0.007593
BRENT : Brent Crude Oil ( BCOUSD , UKOIL , BB1! ) Average error : 0.006591
GOLD : XAUUSD , GOLD , GC1! Average error : 0.012767
SP500 : S&P 500 Index ( SPX500USD , SP1! ) Average error : 0.011650
EURUSD : Eurodollar ( EURUSD , 6E1! , FCEU1!) Average error : 0.005500
ETHUSD : Ethereum ( ETHUSD , ETHUSDT ) Average error : 0.009378
BTCUSD : Bitcoin ( BTCUSD , BTCUSDT , XBTUSD , BTC1! ) Average error : 0.01050
GBPUSD : British Pound ( GBPUSD , 6B1! , GBP1!) Average error : 0.009999
USDJPY : US Dollar / Japanese Yen ( USDJPY , FCUY1!) Average error : 0.009198
USDCHF : US Dollar / Swiss Franc ( USDCHF , FCUF1! ) Average error : 0.009999
USDCAD : Us Dollar / Canadian Dollar ( USDCAD ) Average error : 0.012162
VIX : S & P 500 Volatility Index (VX1! , VIX ) Average error : 0.009999
ES : S&P 500 E-Mini Futures ( ES1! ) Average error : 0.010709
SSE : Shangai Stock Exchange Composite (Index ) ( 000001 ) Average error : 0.011287
XRPUSD : Ripple (XRPUSD , XRPUSDT ) Average error : 0.009803
Simply select the required instrument from the tradingview analysis screen, then add this command and select the same instrument from the settings section.
The codes are not open-source because they contain forecast algorithm codes a little that I will use commercially in the future.
However, I will never remove this script, and you can use it for free unlimitedly.
For more information about my artificial neural network forecast series:
For more information about my dependent variable odd generator :
For more information about simple artificial neural networks :
(detailed information about ANN )
(25 in 1 version )
I hope it helps in your analysis. Regards , Noldo .
NOTE : In the first pass bar of the definite positive and negative zone, alerts are added for both conditions.
