Candlesticks ANN for Stock Markets TF : 1WHello, this script consists of training candlesticks with Artificial Neural Networks (ANN).
In addition to the first series, candlesticks' bodies and wicks were also introduced as training inputs.
The inputs are individually trained to find the relationship between the subsequent historical value of all candlestick values 1.(High,Low,Close,Open)
The outputs are adapted to the current values with a simple forecast code.
Once the OHLC value is found, the exponential moving averages of 5 and 20 periods are used.
Reminder : OHLC = (Open + High + Close + Low ) / 4
First version :
Script is designed for S&P 500 Indices,Funds,ETFs, especially S&P 500 Stocks,and for all liquid Stocks all around the World.
NOTE: This script is only suitable for 1W time-frame for Stocks.
The average training error rates are less than 5 per thousand for each candlestick variable. (Average Error < 0.005 )
I've just finished it and haven't tested it in detail.
So let's use it carefully as a supporter.
Best regards !
Cerca negli script per "spx"
ADEDEJI_SPYDER_v.yThis indicator is a scanner and it works effectively for any digital market on tradingview.
This version scans a preset group of instruments on NASDAQ and NYSE for stocks that meet preset and built-in conditions favorable for potential positive price action movements. This can significantly and greatly reduce the time required to manually search the market looking for great setups.
The assets in this version's search list (and the exchange) are:
AAPL (NASDAQ)
ABMD (NASDAQ)
ACIA (NASDAQ)
ADBE (NASDAQ)
AMAT (NASDAQ)
AMD (NASDAQ)
AMZN (NASDAQ)
ATVI (NASDAQ)
BABA (NYSE)
BIDU (NASDAQ)
BLK (NYSE)
CAT (NYSE)
CMG (NYSE)
COST (NASDAQ)
DIS (NYSE)
FB (NASDAQ)
GOOG (NASDAQ)
JMIA (NYSE)
JPM (NYSE)
KO (NYSE)
MSFT (NASDAQ)
NFLX (NASDAQ)
NKE (NYSE)
TSLA (NASDAQ)
UBER (NYSE)
SPX (TVC)
How to use:
Simply add the indicator to your chart, wait for the scan/search to be complete and the result displayed. Go to any of the displayed pairs and as you normally would, time your entries with your preferred tools and TA.
Development/improvement is a continuous thing!
Disclaimer:
Past performance does not guarantee future results. This tool/indicator is for educational purposes. As always you should fully understand there are high risks involved when trading cryptocurrencies and other digital instruments.
Buffet Indicator [QuantNomad]Created a version of Buffet Indicator for TradingView.
He calls it "the best single measure of where valuations stand at any given moment".
Computations are very simple, it is simply the ratio between total stock market capitalization and US GDP.
I used the S&P 500 capitalization instead of the total so value here might be a bit lower than in the original indicator.
Very high values might mean that we're now in a bubble and correction might follow shortly.
ANN Next Coming Candlestick Forecast SPX 1D v1.0WARNING:
Experimental and incomplete.
Script is open to development and will be developed.
This is just version 1.0
STRUCTURE
This script is trained according to the open, close, high and low values of the bars.
It is tried to predict the future values of opening, closing, high and low values.
A few simple codes were used to correlate expectation with current values. (You can see between line 129 - 159 )
Therefore, they are all individually trained.
You can see in functions.
The average training error of each variable is less than 0.011.
NOTE :
This script is designed for experimental use on S & P 500 and connected instruments only on 1-day bars.
The Plotcandle function is inspired by the following script of alexgrover :
Since we estimate the next values, our error rates should be much lower for all candlestick values. This is just first version to show logic.
I will continue to look for other variables to reach average error = 0.001 - 0.005 for each candlestick status.
Feel free to use and improve , this is open-source.
Best regards.
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.
Volume Price ROC Tracker and Shadow CandlesWhen price goes up on negative volume, then market is telling there is doubts in investors mind.
The SPX upside recent month was a on. Lower volume so, the rally in my view will not last. Read my articles on current market.
This very simple scripts shows if price drop or gain was on a upside volume or down side. It is a visual track on the candle reflecting the volume ROC overlapped as a price movement on the actual candle. So don't mistake it with a moving average. Red means volume was down even if price has gone up. Basically if a price goes up on a increase ROC volume then you can trust it. Otherwise it is likely that it won't last.
If you can improve on this idea, it would be great. I think there is not enough volume related scripts that diggs a bit deeper to describe the market behaviour in the future. After all all technical analysis are supposed to tell us about future price not just how it was in the past.
TradersAI - Test 3**** This is a TEST script only! Do NOT use on real money accounts! *****
***** Intended to be used in testing by invited_only members *****
***** If you want to participate in our testing using your paper trading account(s), send me a private message *****
TradersAI Test Script 1This is a script to test trading flows from an invite only script to one's trading view chart and then possibly to one of the connected brokers.
**** Do NOT use on real funds - this randomly triggers trades. Do NOT use on real money accounts. ******
TradersAI_UTBotCREDITS to @HPotter for the orginal code.
CREDITS to @Yo_adriiiiaan for recently publishing the UT Bot study based on the original code -
I just added some simple code to turn it into a strategy. Now, anyone can simply add the strategy to their chart to see the backtesting results!
While @Yo_adriiiiaan mentions it works best on a 4-hour timeframe or above, I am happy to share that this seems to be working on a 15-minute chart on e-mini S&P 500 Index (using the KeyValue setting at 10)! You can play around with the different settings, and may be you might discover even better settings.
Hope this helps. Btw, if any of you play with different settings and discover great settings for a specific instrument, please share them with the community here - it will be rewarded back multiple times!
Altsignals-Indicator PRO+ (lifetime)The Altsignals indicator combines various indicators together in an effort to predict accurate and non-bias money making signals. Altsignals Indicator takes out the contradiction so you don’t have to deal with the headaches when you decide to long or short.
There are institutions, whales, and algorithmic bots everywhere in this market, there’s no doubt you’re at a disadvantage. Altsignals Indicator is the secret weapon you need to give you an edge to win in this market.
All-in-one indicator
Supports all trading pairs
Enable Signal Notifications
Fair one-time fee
Risk management features
Works on all markets and all timeframes
Perfect for beginners and people with day-jobs
Common sense required while using this indicator.
Are you experiencing paralysis from analysis? Do you feel like some indicators contradict each other? Don’t know if its worth the risk? If you’re fairly new to trading, then this product is the right fit for you!
Altsignals Indicator is here replace traditional indicators, it does exactly the opposite of all the questions above, telling you exactly when to buy and when to sell, thus giving you the assurance you need to improve your odds of trading.
It takes all aspects into consideration, it utilises multiple indicators such as Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs before making a decision.
This PRO+ version has a MAJOR difference to the SLIM+ version.
PRO+ has about 1000 more lines of code and allows you to use multiple advanced indicators at the same time and with a single access.
We added many helpful panels and labels for it so backtesting can be done with ease.
Finally version 2 is out now!
It is now released from all of its bugs we had with custom timeframes, Heikin Ashi and Renko Charts.
Check below what was added and removed.
Added:
- Backtesting
- Labels
- Info Panel
- Bitmex Panel
- Automatic Trendlines
- TJ-Index
- Custom Agg
- Fibonacci Customization
- EMA Customization
Removed:
- SAFE FOMO
- Custom Timeframes
- ZigZag
I have also changed the settings menu with a slightly new design and new default settings.
Altsignals-Indicator SLIM+ (lifetime)The Altsignals indicator combines various indicators together in an effort to predict accurate and non-bias money making signals. Altsignals Indicator takes out the contradiction so you don’t have to deal with the headaches when you decide to long or short.
There are institutions, whales, and algorithmic bots everywhere in this market, there’s no doubt you’re at a disadvantage. Altsignals Indicator is the secret weapon you need to give you an edge to win in this market.
All-in-one indicator
Supports all trading pairs
Enable Signal Notifications
Fair one-time fee
Risk management features
Works on all markets and all timeframes
Perfect for beginners and people with day-jobs
Common sense required while using this indicator.
Are you experiencing paralysis from analysis? Do you feel like some indicators contradict each other? Don’t know if its worth the risk? If you’re fairly new to trading, then this product is the right fit for you!
Altsignals Indicator is here replace traditional indicators, it does exactly the opposite of all the questions above, telling you exactly when to buy and when to sell, thus giving you the assurance you need to improve your odds of trading.
It takes all aspects into consideration, it utilises multiple indicators such as Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs before making a decision.
Simply choose a Power level, set your Take profits and Stop Loss and enjoy trading.
Crypto FOMO Strategy (monthly-access)PLEASE READ THE ENTIRE POST BEFORE PURCHASING & USING THE FOMO INDICATOR. Saves you and me some time in emails and messages. :)
This is the NEW MONTHLY ACCESS Version of the Crypto FOMO Strategy
Please check the links at the bottom of this post, so you find the way to our shop.
1 Month access is set at $25
10% Disount --> "FOMO25"
Any question, DM me here or on Twitter , check for link on the bottom.
The FOMO Buy Sell Indicator is a very specific strategy, cut down to its roots and made perfect for the volatile crypto market.
Many indicators focus only on one aspect, one side, one specific rule. As you know, this is not how life, the market or anything else works.
FOMO combines many different aspects at the same time, scans multiple other indicators and comes to a conclusion based on over 950 lines of code.
It is based on Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs.
Every single aspect is weighted into the decision before giving out an indication.
Most buy/sell indicators FAIL because they try to apply the same strategy to every single chart, which
are as individual as humans.
To conquer this problem, FOMO has a wide range of settings and variables which can be easily
modified.
To make it a true strategy, FOMO has as well settings for Take Profit Points, Multiple Entries and Stop Losses. Everything with an Alert Feature of course.
I know from experience that many people take one indicator and are simply too LAZY to add multiple indicators to make a rational choice.
The result of that is that they lose money, by following blatantly only one indicator.
FOMO has additional 7 indicators, perfect for the crypto market, which can be turned on and off.
FOMO Signals Settings
“Show Signals?” - On/Off to show the Buy/Sell Signals. “Aggressiveness” - Increase to make the signals less aggressive
and decrease to make them more aggressive.
“Show Custom FOMO Timeframe?” - On/Off to show FOMO Signals of a different timeframe in addition to the normal ones.
“Custom FOMO Timeframe?” - Choose the timeframe for the custom FOMO signals.
“Use Safe FOMO?” - On/Off to show only “safe” (less but more exact) FOMO signals.
“Safe FOMO Sells” - Settings for the “safe” FOMO Sell Signals. Decrease number for “less safe” Signals.
Increase number for “more safe” Signals.
“Safe FOMO Buys” - Settings for the “safe” FOMO Buy Signals. Decrease number for “more safe” Signals.
Increase number for “less safe” Signals.
FOMO Strategy Settings
“Take Profit 1 ” - On/Off to show TP1 points.
“Take Profit After %” - Set the percentage after which TP1 is
active.
“Take Profit 2 ” - On/Off to show TP2 points.
“Take Profit 2 After %” - Set the percentage after which TP2 is active.
“Take Profit 3 ” - On/Off to show TP3 points.
“Take Profit 3 After %” - Set the percentage after which TP3 is
active.
“Second Entry” - On/Off to show Second Entry points.
“Second Entry After %” - Set the percentage after which Second Entry is active.
“Third Entry ” - On/Off to Third Entry points.
“Third Entry After %” - Set the percentage after which Third
Entry is active.
“Stop Loss ” - On/Off to show Stop Loss points.
“Take Profit After %” - Set the percentage after which Stop Loss is active.
The FOMO Lifeguard is a special feature made to cancel out the “noice” of the signals and show only signals with a great technical significance.
For this FOMO uses the default settings of +7 and - 7. This references to an index value of multiple settings of almost all indicators used in this script.
+7 cuts out all sell signals below the index value of 7.
- 7 cuts out all buy signals above the index value of - 7.
Using the FOMO Lifeguard is a key element for a sustainable and profitable strategy.
As the normal FOMO Signals, the Lifeguard Signals are also bound to the “Aggressiveness”. Should the cut out of signals with the Lifeguard on be too big, try adjusting the “Aggressiveness”.
With this, once can choose and make this indicator PERFECT for his own strategy and trading style. Day Traders would use no “Lifeguard” and aggressive signals.
Swing Traders would use “Lifeguard” and aggressive signals.
To make the life of the FOMO user even easier, I have added all adjustable Take Profit Points, Multiple entry points and Stop Loss points.
Simply choose how many Take Profit points you would like to have and choose the percentage after which you would like to see the Take Profit point appear on the chart and notify you to take profits.
Are you a Trader who likes multiple entries? Also no problem with FOMO. Select how many additional entries you would like to have and after how many percent you would like them to appear on the chart and remind you of adding to the position.
What would a Strategy be without a Stop Loss? Same settings apply here as on the TPs and MEs .
Crypto Modified Indicators
“Show Divergences?” - On/Off to show Divergences on the Chart based on the data of 10 different indicators.
“Show Custom Divergences?” - On/Off to show Divergences on the chart of a custom timeframe.
“Custom Divergence Timeframe?” - Choose the Timeframe for which the Custom Divergences should appear on the chart.
“Show Oversold/bought?” - On/Off to change the colour of the chart in Oversold/bought conditions.
“Oversold/bought value?” - Choose a value for which the chart is Oversold/bought.
“Show Fibonacci Levels?” - On/Off to show automatic Fibonacci Levels.
“Fibonacci Lookback Lenght” - This value states how many candles from right now are taken into account to paint the Fibonacci Levels.
“Fibonacci Lookback Lenght” - Choose a custom Timeframe that should be used to paint the Fibonacci Levels.
Crypto Modified Indicators 2
“Show EMAs?” - On/Off to show three EMAs on the chart, after the example of @Teddycleps
“EMA Lenght 1” - Choose a value for the first EMA Lenght
“EMA Lenght 2 ” - Choose a value for the second EMA Lenght.
“EMA Lenght 3” - Choose a value for the third EMA Lenght.
The area between the first and third EMA is filled. Is EMA1 above 21, it’s filled green. Is it below, it’s filled red.
“Show Ichimoku? ” - On/Off to show Ichimoku on the chart.
“Show Tenkin?” - On/Off to show Tenkin on the chart.
“Tenkin” - Set the lenght of the Tenkin.
“Show Kijun?” - On/Off to show Kijun on the chart.
“Kijun” - Set the lenght of the Kijun.
“Show Senkou?” - On/Off to show the Senkou on the chart. “Senkou” - Set the lenght of the Senkou.
“Displacement” - Set the value of the Displacement.
“Show ZIG ZAG Lines?” - On/Off to show ZigZag Lines on the chart, used to identify short-term trends and EW counts.
“ZZ Lenght 1” - Set the first lenght of the ZigZag Lines.
“ZZ Lenght 2” - Set the second lenght of the ZigZag Lines.
FOMO without any doubt has Custom Alerts for all Signals that it is painting on the chart. This goes for the “Normal Signals” as well as for the “Lifeguard Signals”.
One can even choose to receive custom notifications for Take Profit points, Multiple Entry points and the Stop Loss points.
The signals appear on the chart DURING the candle, not at the end of the candle. Therefore, the alerts do this as well. These appear during the candle.
Here we can see all of the possible Alerts that can be chosen to be displayed. In total it is 30 different custom alerts, based on what the trader is looking for and how he is trading.
Personally, I have 10-15 coins that I trade the most and for these I have custom notifications, mostly though only the SAFE FOMO Buy and Sell Signals.
To activate Alerts for FOMO
1) Go to the “ALERT” icon on the top tool bar of your Tradingview.
2) Select “CONDITION” as “—Crypto FOMO Strategy—“
3) Then choose ONE condition from the list of conditions.
4) On “OPTIONS” you can set how many times it appears, I have “Once per Bar”.
4.1) If you want to make sure that the signal is truly there and not just a condition for a second during the candle, choose “ONCE PER BAR CLOSE”.
5) “Expiration Time” sets the time until the alert expires. PRO users have no expiration for alerts.
6) “Alert Actions” give you a row of choices what happens and how you want to be notified.
7) “Message” is the message that you receive inside the notification.
AFTERWORD/DISCLAIMER
FOMO has been created after my goal to #MakeCryptoProfessionalAgain. Every aspect of it has its own and very specific use, which traders have shown to find useful in their trading.
This Indicator is meant to help new and experienced traders to understand the various aspects of this market and access all of the most important and most commonly used tools, with JUST ONE CLICK.
FOMO should be used responsibly and treated as an indicator. Signals, scripts, algorithms can NEVER be 100% exact. It is up to the trader to make a well thought and educated decision, wether to follow a signal or not. Our brains are way more advanced than any indicator and algorithm.
I advise especially for this reason to have not just the signals turned on. Please do not use the SAME settings for each chart. Look which Aggressiveness and Lifeguard Settings fit your chart the most, you will be amazed how well some charts work with FOMO.
FOMO should NOT make you FOMO into a trade anymore. It should teach you to make more educated decisions and especially for margin trading reduce the risk of liquidation.
Should you have problems with being liquidated multiple times, I advise to use the “STOP LOSS” function.
Most importantly, enjoy the indicator and trading in general.
Tick ChangeTo detect volatility change in any given timeframe. Best used at 5/15/60/240 TF
Adjust parameter accordingly
CL/ZL = 100
DJ/NASDAQ/SPX = 1
Mix1 : Ema Cross + Trend Channel [Gu5]Based on Trend Channel
Ema-crossover is added
Crossing alerts, only on trend
Basado en mi anterior indicador, Trend Channel
Se agrega Cruce de Medias Moviles (Ema-crossover)
Las alertas solo son en favor a la tendencia
El valor de SMA Range es arbitrario (No Backtesting). Cambia la amplitud de canal que determina cuando es rango (barras amarillas por estar muy cerca del SMA200, sin tendencia definida)
Range Multiplier adapta el indicador a distintos mercados
//Setting recommended for SMA Range
//BTCUSD = 100
//EURUSD = 1000
//SPX = 100
//ETHUSD = 10
Si te fue útil este indicador, puedes comprarme una cerveza ;)
ADL-SPX Rank Difference-Buschi
English:
An expansion of the Advance Decline Line of the NYSE. It can be interesting to compare the Advance Decline Line with the corresponding benchmark index. I therefore made a ranking (0 to 100) based on the performance over the last days (default: 21 days). The difference is the target figure and ranges between -100 (bearish divergence) to +100 (bullish divergence).
Deutsch:
Eine Erweiterung der Advance Decline Line der NYSE. Oft möchte man den Verlauf der Advance Decline Line mit dem zugehörigen Leitindex vergleichen. Daher habe ich für beide ein Ranking (0 bis 100) erstellt auf Basis des Verlaufs über die letzten Tage (Standardwert: 21 Tage). Die Differenz stellt dabei die Zielgröße dar und schwankt zwischen -100 (bärische Divergenz) und +100 (bullische Divergenz).
Trend Channel [Gu5]SMA 200 determines the trend
Bullish trend, green candles. Down trend, red candles.
If the market value is narrow to the SMA200 channel, yellow candles.
Setting recommended for SMA Range
BTCUSD = 100
EURUSD = 1000
SPX = 100
ETHUSD = 10
ck - Crypto Correlation IndicatorA simple Correlation Indicator initially configured for Crypto Trader use (but other markets can use this too).
It plots the correlation between the current chart (say BTCUSD ) versus 4 user-definable indices, currency pairs, stocks etc.
By default, the indicator is preconfigured for:
GOLD (Oz/$),
Dow Jones Index (DJI),
Standard & Poor 500 Index (SPX) ,
Dollar Index ( DXY )
You can set the period (currently 1D resolution) in the "Period" box in the settings, valid inputs are:
minutes (number), days (1D, 2D, 3D etc), weeks (1W, 2W etc), months (1M, 2M etc)
Length is the lagging period/smoothing applied - default is 14
When changing comparison instruments/tickers, you may find it useful to prefix the exchange with the instrument's ticker, for example:
Binance:BTCUSDT, NYSE:GOOG etc
*** Idea originally from the brilliant Backtest Rookies - backtest-rookies.com ***
Intelligent Exponential Moving Average Private AccessView the full documentation on this indicator here: www.kenzing.com
Note: This indicator is now intended for those who have been granted private access and may be more frequently updated than the previous versions.
Introduction
This indicator uses machine learning (Artificial Intelligence) to solve a real human problem.
The Exponential Moving Average ( EMA ) is one of the most used indicators on the planet, yet no one really knows what pair of exponential moving average lengths works best in combination with each other.
A reason for this is because no two EMA lengths are always going to be the best on every instrument, time-frame, and at any given point in time.
The " Intelligent Exponential Moving Average " solves the moving average problem by adapting the period length to match the most profitable combination of exponential moving averages in real time.
How does the Intelligent Exponential Moving Average work?
The artificial intelligence that operates these moving average lengths was created by an algorithm that tests every single combination across the entire chart history of an instrument for maximum profitability in real-time.
No matter what happens, the combination of these exponential moving averages will be the most profitable.
Can we learn from the Intelligent Moving Average?
There are many lessons to be learned from the Intelligent EMA . Most will come with time as it is still a new concept. Adopting the usefulness of this AI will change how we perceive moving averages to work.
Limitations
Ultimately, there are no limiting factors within the range of combinations that has been programmed. The exponential moving averages will operate normally, but may change lengths in unexpected ways - maybe it knows something we don't?
Thresholds
The range of exponential moving average lengths is between 5 to 40.
Additional coverage resulted in TradingView server errors.
Future Updates!
Soon, I will be publishing tools to test the AI and visualise what moving average combination the AI is currently using.
Follow and like for more content!
Intelligent Moving Average Private AccessNote: This indicator is intended for those who have been granted private access and may be more frequently updated than the previous versions.
Introduction
This indicator uses machine learning (Artificial Intelligence) to solve a real human problem.
The Moving Average is the most used indicator on the planet, yet no one really knows what pair of moving average lengths works best in combination with each other.
A reason for this is because no two moving averages are always going to be the best on every instrument, time-frame, and at any given point in time.
The " Intelligent Moving Average " solves the moving average problem by adapting the period length to match the most profitable combination of moving averages in real time.
How does the Intelligent Moving Average work?
The artificial intelligence that operates these moving average lengths was created by an algorithm that tests every single combination across the entire chart history of an instrument for maximum profitability in real-time.
No matter what happens, the combination of these moving averages will be the most profitable.
Can we learn from the Intelligent Moving Average?
There are many lessons to be learned from the Intelligent Moving Average. Most will come with time as it is still a new concept.
Adopting the usefulness of this AI will change how we perceive moving averages to work.
Limitations
Ultimately, there are no limiting factors within the range of combinations that has been programmed. The moving averages will operate normally, but may change lengths in unexpected ways - maybe it knows something we don't?
Thresholds
The range of moving average lengths is between 5 to 40.
Additional coverage resulted in TradingView server errors.
Future Updates!
This indicator will be maintained and many updates will come in the near future! Stay tuned.
View the documentation on this indicator here: www.kenzing.com
A.I.Driven TradersAI Model Trades for 20190612The entry and exit levels here are NOT derived from any specific indicator but are coming from our A.I. driven proprietary models.
This is an attempt at exploring the trading community here at TradingView and sharing our daily trading plans published at our site with the community here in the form a Pine Script - just starting and learning this platform. Please help point out any obvious errors or gotchas committed in the scripts. Thanks and have a great trading day!
**** The Trading Plan Published for today ****
>>>> Medium-Frequency Models: <<<<< For today, Wednesday 06/12, our medium-frequency models indicate using the 2895 as a pivot point - opening a long on a break above 2895, and opening a short on a break below 2895 (wait for a close on at least a five minute chart to determine the break), both sides with a 9-point trailing stop.
Note: For the trades to trigger, the breaks should occur during the regular session hours starting at 9:30am ET. By design, these models do NOT open any new positions after 3:45pm. Only one open position at any given time.
>>>>> Aggressive Intraday Models: <<<<< For today, Wednesday 06/12, our aggressive intraday models indicate going long on a break above 2892 or 2875 with an 6-point trailing stop, and going short on a break below 2887 or 2878 with an 8-point trailing stop.
Note: For the trades to trigger, the breaks should occur during regular session hours starting at 9:30am ET. Due to the intraday nature of these aggressive models, they indicate closing any open trades at 3:55pm and remaining flat into the session close. No opening of new positions after 3:45pm. Only one open position at any given time.
™TradeChartist Entry/Exit Indicator™TradeChartist Entry/Exit Indicator is an easy to use indicator that plots very high probability BUY and SELL signals on the chart along with an optional dynamic trigger line for SELL and BUY which can be used as a reference for Stop Loss/ Trailing Stop Loss.
What does the ™TradeChartist Entry/Exit Indicator do?
Plots very high probability BUY and SELL signals on chart
Plots dynamic BUY or SELL trigger lines that can be used to
---------1. Set Stop Loss reference or Trailing Stop Loss.
---------2. Anticipate change in trend/momentum when price breaches the trigger line.
Plots BUY and SELL price lines which are Candle open prices when BUY/SELL signals are posted.
Alert traders when BUY/SELL signal is generated and Trigger for BUY/SELL is breached.
Plots Background vertical Signal break lines at BUYs in green and at SELLs in red.
Plots % Gains based on candle close in real-time and based on candle high for BUY/candle low for SELL on previous candles calculated from the candle open price at BUY/SELL.
Plots RSI colour candles based on user preferred Overbought and Oversold RSI levels from indicator settings.
Paints background colour for BUY and SELL zones which can be changed from indicator settings under Style tab to personalise the chart screen.
What markets can this indicator be used on?
Forex
Stocks
Commodities
Cryptocurrencies
and almost any asset on Trading View
Works really well when there is good volume, volatility or both in the asset observed/traded.
Does this indicator repaint?
No and Yes
Once the confirmed BUY (in green) and SELL (in red) signals are posted after a candle close, it doesn't repaint.
Repainting happens for real time BUY and SELL trigger plots on the current candle as price tries to breach the trigger line.
For confirmed BUY and SELL alerts, use alerts on candle close. Real-time BUY and SELL trigger alerts can also be set.
Does the indicator send alerts when a signal is generated?
Yes, traders can get alerts by setting Trading View alerts for BUY/SELL Signals and BUY/SELL Triggers. For confirmed BUY/SELL alerts, 'Once per bar close' must be used.
Why are there two Signal Generator types in the indicator settings?
The two types of signal generators cater to almost all types of traders and trade types. Some assets perform well with Type 1 and some assets with Type 2. Also some traders prefer Type 1 and some prefer Type 2 based on variation in frequency of signals on the asset observed. Both types can be used along with 'Use Heikin Ashi Candles' from the indicator settings to have more combinations to test on an asset for maximising gains.
Type 1 on GBPUSD 1hr chart
Type 2 on GBPUSD 1hr chart
Type 1 normally works well with most types of assets.
Should the indicator be used on normal candles or Heikin Ashi candles?
The indicator can be used on either of the candle types. If signals from Heikin Ashi chart needs to be plotted on normal chart, just check 'Use Heikin Ashi Candles' from indicator settings. It may not be exact, but very close as it mimics Heikin Ashi chart trend.
Heikin Ashi charts are recommended to spot trends and reversals but they don't reflect real OHLC values in the candles, so BUY/SELL entry price points may not be ideal using Heikin Ashi charts especially when there are gaps in price action (example Stocks, FOREX, Commodities). For real OHLC prices and to know exact price points for entering/exiting trade, use normal candlestick charts. It is purely for this reason Heikin Ashi chart signals can be mimicked on normal candles using 'Use Heikin Ashi Candles' option from settings without having to switch between the two.
It can be seen from the GOLD 1hr charts above (Heikin Ashi on left and normal candlestick chart on right), the indicator mimics signals sensibly (not copy) and doesn't use same entry values as Heikin Ashi chart to aid the trader with practical trade execution.
How do the Trigger Lines work and should they be used?
Trigger for BUY/SELL lines are coded to adapt to bull and bear power in the asset trading environment and helps the trader to anticipate change in trend based on direction of price momentum when enabled from indicator settings (On by default). Traders can use trigger lines as reference for Stop Loss points. For example, when a BUY signal is posted, the 'Trigger for SELL' can be used as initial Stop Loss reference and as price starts going up, the trigger line starts moving up enabling the trader to use it as a trailing stop loss point which helps secure or lock profits as they act as ideal support/resistance lines based on the type of trade too. BUY/SELL Trigger lines can be enabled or disabled from indicator settings 'Inputs' tab.
Also, the trigger lines can alert traders to anticipate change in trend/momentum when price hits them and it helps them take a position, either Long or Short when confirmed BUY/SELL signal is posted. As price tries to breach the trigger lines, they change from 'Trigger to BUY/SELL' to 'BUY/SELL Triggered' as shown below on 1hr Gold chart. This feature is coded purely to signal the trader a potential change in trend/momentum. The trigger lines also act as strong support/resistance so only a confirmed close above them will ensure a High Probability Trade.
It should also be noted that price tends to test the BUY/SELL trigger lines to see if a breach is possible. A rejection at trigger lines could mean trend continuation in the signal direction. Traders could use other trend indicators like Ichimoku cloud, stoch, TRIX etc. to make an informed trade decision here. In the chart below, the 'BUY triggered' label has changed back to 'Trigger for BUY' as price failed to close above it.
What is the use of 'Plot BUY/SELL Price Line'?
Enabling BUY/SELL price line from settings (On by default) plots the price line corresponding to candle open when BUY/SELL signals were posted on the chart by the indicator. Open price is used as it is close to the trigger lines and is a fair reference point for indicator to calculate the gains plot on chart since BUY/SELL signals.
Can trade gains be plotted on chart and how are they calculated?
To show percentage gains on chart, just enable 'Show % Gains on Chart' from indicator settings (Off by default). As explained above, % gains are calculated from BUY/SELL candle Open price to high (for Long trades) or low (for Short trades) and to current candle close (for both Long and Short trades) as it helps see real-time gains from BUY/SELL candle Open price. The % gains are plotted as below.
0 - 0.75% - ↑ in green
0.75-1.5% - 1% in green
1.51-2.5% - 2% in green
2.51-3.5% - 3% in green
3.51-4.5% - 4% in green
4.51-5.5% - 5% in green
5.51-10.5% - 5+% in green
10.51-20% - 10+% in green
20+% - 20+% in green
Down from Entry - ↓ in red
What are RSI Colour Candles?
RSI Colour Candles are visual candle plots in colour (Blue when RSI>60, Yellow when RSI<30 and On by default) that help trades spot RSI levels at a glance visually from the chart in real-time without the need for another indicator on screen. Traders can also choose the source to be used for plotting RSI colour candles from indicator settings input tab and change candle colours from indicator settings style tab. The length for RSI calculation is 14 and works well for almost any trading scenario and cannot be changed from indicator settings. The default overbought RSI is set at 60 as it helps spot momentum increase and big moves happen above 60 RSI. When deciding to sell or buy, RSI can be tuned from settings to spot decent entry or exit. For example, RSI>80 on a red Heikin Ashi candle (blue body and red border) after an uptrend could signal potential sell-off or RSI<30 on a green Heikin Ashi candle (yellow body and green border) after a down trend could signal a good move up. In the example daily chart of RVN-BTC below, RSI>75 on a red Heikin Ashi candle signalled a potential sell off way before the actual SELL signal plot on chart.
What is the use of Signal Break Line Plot and Paint Background options from indicator settings?
Signal break lines can be useful if traders prefer to switch off BUY/SELL signals from indicator settings to show where previous signals were generated. (On by default)
Paint Background is just a nice to have feature that paints the signal zones to personalise the chart screen. (Off by default). The background paint colours can be changed from indicator settings style tab.
4hr SPX chart below showcases the difference when the Signal Break Lines and Background Paint options are used with BUY/SELL signals switched off.
Important Note:
When using this indicator on a chart, check 'Scale Price Chart Only' and 'Auto (Fits Data to Screen)' by clicking on settings wheel on the bottom right under the chart screen as shown below. If not checked, the chart screen will look like one on the left as shown below.
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This is not a free to use indicator. Get in touch with me if you would like access to the indicator for a 1 day trial before deciding on a paid access for a period of your choice. Monthly, Quarterly, Half-Yearly and 1 Year access available.
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Kal’s MTF ADX Rangoli RollerKaly MTF ADX Rangoli Roller is a method/study for finding trending stocks, indexes and cryptocurrencies using two different data periods (10, 5) of ADX Overlap over different time-frames (10m, 1H, 4H, 1D, 1W, 1M). In the study, I used 5-Period ADX for all mentioned time-frames. You may use 10-Period ADX for lower time-frames especially 10m and 1H.
Sample Image of the pinescript code(at the end of this post) in Tradingview looks as follows:
Note: Kal's MTF ADX Rangoli Roller is the lower Plot. The upper plot is KAL’s ADX Overlap Technical Study with MACD Filter( )
Description:
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In the study plot, the lowest row is 10m, row above is 1H, row above is 4H, then 1D, then 1W and highest row is 1M
Lime(Bright Green) dot implies Trending Uptrend for that time-frame (first phase)
Green dot implies Trending Uptrend for that time-frame (second phase near exhaustion)
Red dot implies Trending Downward for that time-frame (first phase)
Maroon dot implies Trending Downward for that time-frame (second phase near exhaustion)
Lime cross implies Strong Trending Uptrend for that time-frame (first phase)
Green cross implies Strong Trending Uptrend for that time-frame (second phase near exhaustion)
Red cross implies Trending Strong Downward for that time-frame (first phase)
Maroon cross implies Trending Strong Downward for that time-frame (second phase near exhaustion)
Yellow is ‘Squeeze On’ setting. During the squeeze period, the ADX signals are almost always ineffective. One may wait and watch over during this time. Once the Squeeze is released (i.e. no longer yellow), the trend corresponds to the color of the dots and crosses.
Black is CRSI Overbought condition for that time-frame. It’s best to wait and research for possibility of trend reversal because
1. Profit-booking/trimming happens after CRSI Overbought condition.
2. Large Short-sellers may take huge positions during this time pushing the stock prices up.
White is CRSI Oversold condition for that time-frame. It’s best to wait and research for possibility of trend reversal because
1. Profit-booking/trimming happens after CRSI Oversold conditions.
2. Large buyers may take huge positions during this time pushing the stock prices down.
I am a disabled man. Therefore, I am not able to write in detail here today. More Details will follow as time permits. Please let me know if I am missing anything…
Legal Disclaimer: I published here so I get replies from fellow viewers to educate myself and for my daily expenses. Hence, if anyone uses this script for making their decisions, I am not responsible for any failures incurred.
Safe Trading!
Kal Gandikota
PS: If you found this script interesting and edifying please follow and upvote.
PS2: Please kindly donate for my daily expenses (atleast as you would on streets) at the following addresses:
BTC Wallet: 1NeDC1GvpFa49DFLuT1v28ohFjqtoWXNQ5
ETH Wallet: 0x35e557F39A998e7d35dD27c6720C3553e1c65053
NEO Wallet: AUdiNJDW7boeUyYYNhX86p2T8eWwuELSGr
PS3: For more information on ADX and CRSI, please 'Google' or search here yourself.
PS4: This study is intended for research in creating automated Python Trading Systems using Pandas( steemit.com ).
Screenshots of the pinescript code looks as follows:
10minute Screenshot of Kal's MTF ADX Rangoli Roller (Above)
1 Hour Screenshot of Kal's MTF ADX Rangoli Roller (Above)
4 Hour Screenshot of Kal's MTF ADX Rangoli Roller (Above)
1 Day Screenshot of Kal's MTF ADX Rangoli Roller (Above)
1 Week Screenshot of Kal's MTF ADX Rangoli Roller (Above)
1 Month Screenshot of Kal's MTF ADX Rangoli Roller (Above)
