ANN MACD Future Forecast (SPY 1D) NOTE : Deep learning was conducted in a narrow sample set for testing purposes. So this script is Experimental .
This system is based on the following article and is inspired by an external program:
hackernoon.com
None of the artificial neural networks in Tradingview work and are not based on completely correct logic. Unlike others in this system:
IMPORTANT NOTE: If the tangent activation function is used, the input data must also have tangent values (compared to the previous values of 1 bar).
Inputs were prepared according to this judgment.
1. The tangent function which is the activation function is written correctly. (The tangent function in the article: ActivationFunctionTanh (v) => (1 - exp (-2 * v)) / (1 + exp (-2 * v)))
2. Missing bias parts in the formulas were added.
3. The output function is taken from the next day (historical), so that the next bar can be predicted, which is the truth.
4.The forecast value of the next bar is subtracted from the current bar change and the market direction is determined.
5.When the future forecast and the current close are added together, the resulting data is called seed.
The seed carries data both from the present and from yesterday and from the future.
6.And this seed was subjected to the MACD method.
Thus, due to exponential averages, more importance will be given to recent developments and
The acceleration situations will show us the direction.
However, a short position should be taken for crossover and a long position for crossunder .
Because the predicted values work in reverse.Even though we use the same period (9,12,26) it is much faster!
7. There is no future code that can cause Repaint.
However, the color after closing should be checked.
The system is completely correct.
However, a very narrow sample was selected.
100 data: Tangent diffs ; volume change, bollinger bands values changes (Upband , Midband , Lowband) and LazyBear's Squeeze Momentum Indicator (SQZMOM_LB) change and the next bar data (historical) price change were put into the deep learning test.
IMPORTANT NOTE : The larger the sample set and the more effective dependent variables, the higher the hit rate of the deep learning test!
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
Stay tuned. Best regards!
Macd-v
iFish GravityThe Center of Gravity ( CG ) of a physical object is its balance point. For example, if you balance a 12 inch ruler on your finger, the CG will be at its 6 inch point. If you change the weight distribution of the ruler by putting a paper clip on one end, then the balance point (e.g. the CG ) shifts toward the paper clip. Moving from the physical world to the trading world, we can substitute the prices over our window of observation for the units of weight along the ruler. With this analogy, we see that the CG of the window moves to the right when prices increase sharply. Correspondingly, the CG of the window moves to the left when prices decrease. It is clear that every major price turning point is identified by the CG Oscillator and the crossovers formed by its trigger with zero lag. Since the CG Oscillator is filtered and smoothed, whipsaws of the crossovers are minimized.
This article describes a new oscillator that is unique because it is both smoothed and has essentially zero lag. The smoothing enables clear identification of turning points and the zero lag aspect enables action to be taken early in the move. This oscillator is the serendipitous result of my research into adaptive filters. While the filters have not yet produced the result I seek, this oscillator has substantial advantages over conventional oscillators used in technical analysis . The “CG” in the name of the oscillator stands for the Center of Gravity of the prices over the window of observation.
"J.Ehler"
For trading concept join me . DM
MACD - Baby WhaleI spiced the standard MACD indicator up a bit to make it more visible.
When using the MACD:
1. Never go short when the MACD lines are in the negative.
2. Never go long when the MACD lines are in the positive.
3. Always wait for an uptick / downtick on the histogram before you start your trade.
The MACD Histogram can also show you Divergence.
When the price goes up but the Histogram can't make new highs, it might be a good time to think about shorting.
If you want access, just send a message please.
Much love from Baby Whale!!
🙏❤️🐳
TSI MACD by Jwammo12The TSI MACD indicator is a combination of the TSI (True Strength Index) and MACD (Moving Average Convergence Divergence) technical indicators.
The TSI MACD indicator is a momentum indicator, considering that it comes from two momentum indicators.
Ultimately, the TSI MACD indicator is used to gauge the strength of a trend, as well as its accompanying momentum.
The indicator is shown to oscillate between -110 and +110, while its signal baseline is on the zero level (a level that determines the market bias).
MRSIMulti RSI Divergence 14 and 22
For a full spectrum of the divergence movement into the Chart TRUE overlay
TA-Money Flow-Version5This is the MACD of a stochastic OBV movement indicator, Squeeze Momentum Indicator, and addition coloring for Market Direction Indicator . It is good (right) to work with both price and volume.
In this version we've moved the divergence highlighting to symbols at the ends of the histograms. Same coloring scheme as previous, yellow is divergence of either OBV or SQZ , red is both divergence. In the previous version we added in the "squeeze on - blue" highlighting to show follow through of divergence (or just squeeze/stall). We also added in another old script, but colors so well, Lazybears (Market Direction Indicator, linked below). Also incorporated a 3 color or 5 color scheme from the MDI script as a bool. It works great on any time frame, but you need to have volume data. Not sure where I originally got this (stoch-OBV, somewhere off Tradingview several years ago, thanks to the person who shared), Squeeze/MDI is Lazybear, links below.
Enjoy.
Version 5:
Moved divergence highlighting to symbols on histogram
Added coloring based on MDI
TA-Money-Flow-Version4
TA-Money-Flow-Version3
TA-Money-Flow-Version2
Squeeze-Momentum-Indicator-LazyBear
Market-Direction-Indicator-LazyBear
MACD with RSI WarningI like using both MACD and RSI for my strategies to confirm patterns, but I really only check RSI to see if it is outside of the normal range. So I rewrote the MACD indicator to color bars that are above or below the set RSI boundaries in a different color (yellow by default) so I can quickly check that parameter without needing both indicators up.
This is my first indicator, so please feel free to let me know how I might clean it up!
MACD SqueezeJust saw this on a particular website and created my version of it.
A practical modification of MACD and Squeeze Momentum. The MACD histogram is colored in green or red depending on whether the squeeze momentum is active or not.
Additionally, the MACD line is colored green if the RSI is oversold and red if it's in the overbought levels.
MACD Cross MTF Pane [Anan]Hello Friends,
I'm tired opening MTF charts and looking into MACD Cross, So I decide to share this tool with you ;)
Green = Bullish MACD Cross on
Red = Bearish MACD Cross on
Not Green / Not Red = The point of intersection
Money Flow Index Extreme Condition + MACDCombine the signal of extreme condition of Money Flow Index and MACD
MACD [Gu5]Extremely popular indicator MACD (Moving Average Convergence/Divergence)
Same design of my previous indicators
Show Cross Line for a better visualization
```
Setting recommended for BTC
"Fast Length" = 21
"Slow Length" = 55
"Signal Smoothing" = 14
Other markets try
"Fast Length" = 12
"Slow Length" = 26
"Signal Smoothing" = 9
```
--
El MACD (Convergencia/Divergencia de Medias Móviles) es uno de los mas populares indicadores
Continuando con el mismo estilo de diseño de mis anteriores indicadores
Destaca el cruce de medias para una mejor visualización
FG-DIVERGENCE V4 {50/15-Series} [Buy/Sell]This script is derived from the FUSIONGAPS V4 {50/15-Series} to generate buy/sell signals.
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Note:
In no way is this intended as a financial/investment/trading advice. You are responsible for your own investment decisions and trades.
Please exercise your own judgement for your own trades base on your own risk-aversion level and goals as an investor or a trader. The use of OTHER indicators and analysis in conjunction (tailored to your own style of investing/trading) will help improve confidence of your analysis, for you to determine your own trade decisions.
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Please check out my other indicators sets and series, e.g.
LIVIDITIUM (dynamic levels),
AEONDRIFT (multi-levels standard deviation bands),
FUSIONGAPS (MA based oscillators),
MAJESTIC (Momentum/Acceleration/Jerk Oscillators),
PRISM (pSAR based oscillator, with RSI/StochRSI as well as Momentum/Acceleration/Jerk indicators),
PDF (parabolic SAR /w HighLow Trends Indicator/Bar-color-marking + Dynamic Fib Retrace and Extension Level)
and more to come.
Constructive feedback and suggestions are welcome.
~ JuniAiko
(=^~^=)v~
FG-DIVERGENCE V4 {50/15-Series}This script is derived from the FUSIONGAPS V4 {50/15-Series} to generate buy/sell signals.
Green Dot = Buy Signal
Red Dot = Sell Signal
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Note:
In no way is this intended as a financial/investment/trading advice. You are responsible for your own investment decisions and trades.
Please exercise your own judgement for your own trades base on your own risk-aversion level and goals as an investor or a trader. The use of OTHER indicators and analysis in conjunction (tailored to your own style of investing/trading) will help improve confidence of your analysis, for you to determine your own trade decisions.
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Please check out my other indicators sets and series, e.g.
LIVIDITIUM (dynamic levels),
AEONDRIFT (multi-levels standard deviation bands),
FUSIONGAPS (MA based oscillators),
MAJESTIC (Momentum/Acceleration/Jerk Oscillators),
PRISM (pSAR based oscillator, with RSI/StochRSI as well as Momentum/Acceleration/Jerk indicators),
PDF (parabolic SAR /w HighLow Trends Indicator/Bar-color-marking + Dynamic Fib Retrace and Extension Level)
and more to come.
Constructive feedback and suggestions are welcome.
~ JuniAiko
(=^~^=)v~
FUSIONGAPS V4 {50/15-Series}Base on the FUSIONGAPS oscillator series, but Only the 50/15 oscillator is plotted, and with Momentum and Acceleration oscillators added.
The thickest line is the FG oscillator: Red/Green coloring indicates if the market is in a Bearish/Bullish period.
The green colored line is the DFG oscillator (DIFFERENTIAL FUSIONGAPS: Price Momentum)
The red colored line is the D2FG oscillator (DOUBLE-DIFFERENTIAL FUSIONGAPS: Price Acceleration)
Indicators:
DeathCrosses ( DX ) and GoldenCrosses ( GX )
Momentum Reversal indicators (D2FG based filter applied to reduce false-positives, but can be manually disabled.)
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Note:
In no way is this intended as a financial/investment/trading advice. You are responsible for your own investment decisions and trades.
Please exercise your own judgement for your own trades base on your own risk-aversion level and goals as an investor or a trader. The use of OTHER indicators and analysis in conjunction (tailored to your own style of investing/trading) will help improve confidence of your analysis, for you to determine your own trade decisions.
~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~
Please check out my other indicators sets and series, e.g.
LIVIDITIUM (dynamic levels),
AEONDRIFT (multi-levels standard deviation bands),
FUSIONGAPS (MA based oscillators),
MAJESTIC (Momentum/Acceleration/Jerk Oscillators),
PRISM (pSAR based oscillator, with RSI/StochRSI as well as Momentum/Acceleration/Jerk indicators),
PDF (parabolic SAR /w HighLow Trends Indicator/Bar-color-marking + Dynamic Fib Retrace and Extension Level)
and more to come.
Constructive feedback and suggestions are welcome.
~ JuniAiko
(=^~^=)v~
Assassin Multi MACDBEST MACD WITH auto muilti timeframe。
with cross notify and alert.
Auto show MACD and SIGNAL in multi timeframe.
The best macd indicator I've made.
FOR free to use.
Master000 automation trade indicatorIndicator description:
The Master000 indicator is four indicators built into one. They work together to provide trading insights including trend and momentum, reversal points, potential entry points, and projections of future reversal or breakout levels.
Trend power
Shows strength of trend and a change in momentum
Red: The trend has been determined and is short
Lime: The trend has been determined and is long
Aqua: Continuation of the down trend, but showing down trend is in weakness.
Fuchsia: Continuation of the up trend, but showing up trend is in weakness
Yellow: Trend is reversing or trend is missing direction
Zig Zag Trend Lines (Major/Minor )
Major
The trend is graphed based on changes in price. The major trend should be used in deciding which way to enter the trade.
Min or
The minor trend is similar to the major but it is used to determine your entry point. It is easy to spot higher highs or lower lows. Take not when the minor trend fails to set a new high or a new low.
Channels
These dotted lines are provided as a quick guide to determine where the trend is headed. They show if price is getting squeezed and we should look for a break out using a flag or pennant pattern or is there an ever widening channel creating a broadening wedge. Look for hesitation or a reversal near the channel lines.
Entry Signals
Should be taken as a suggestion and not taken everyone. Do your research before entering any trade. There could also be many profitable trades even when an entry signal was not given.
Not good now, just reference for you.
Strategies for using the indicator
Major and minor trendlines: Once major trendline has been set look for a pullback for an entry. Look for a reversal in the major trendline when the minor trendline fails to create a higher high or lower low.
Trend Power: Look for an optimal entry point when the trend power turns teal. This mean the trend is reversing and should be an optimal place for an entry going against the previous trend.
Indicator Explain video at YouTube:
youtu.be
Anyone can apply to use it, you will get two weeks for testing it. [/b
Just click 'like', when I get the message, I will add you as 'invite only' indicator.
PD Crypto Performer (Alert)Description:
This indicator includes a trend-identifying swing strategy. For decision making, the Performer strategy mainly uses smoothed Simple Moving Averages (SMA) and divergences in Relative Strength Index (RSI), Moving Average Convergence Divergence (MACD), and histogram. A leading indicator (eg. BTCUSD for crypto) is also used for more accurate and timely market identification.
To assist the decision-making process, the code currently references BTCUSD. As a result, it is only suitable for crypto traders. However, we are working on the stock and forex versions, and the Performer will have these compatibilities soon.
Most importantly, our signals DO NOT REPAINT !
Recommended Use:
- Time Frame: 1HR
- Asset: Large cap crypto assets.
For lower risk tolerance, we recommend using the indicator on ETHUSD. For maximizing profits, we recommend using the indicator on BCHUSD.
- Always set stop loss according to your own risk tolerance
- Take profits along the way.
Recommended Use for Advanced Traders:
- Position sizing:
Larger position if the 1HR signal is in the same direction compared to the 4HR trend.
Smaller position if the 1HR signal is in the opposite direction compared to the 4HR trend.
- Better entry/exit points:
Track the 1HR signal for the asset you are trading on other exchanges along with the BTCUSD 1HR signal. Sometimes, the signals from different exchanges occur with a 1-2 hour difference. You could use these earlier signals along with a lower time frame (eg. 15min) entry confirmation from your own exchange for better entry / exit points.
Go to www.phi-deltalytics.com and sign up for a FREE trial today!
Let us know if you have any questions or recommendations. We are here for your success!
Disclaimer:
It should not be assumed that the methods, techniques, or indicators presented will be profitable or that they will not result in losses. Past results are not necessarily indicative of future results. This is not a solicitation of any order to buy or sell.
PD Crypto Performer PRO (Alert)Description:
This indicator includes two strategies for crypto assets, a trend-identifying swing strategy and a low risk scalping strategy. For decision making, the Performer strategy mainly uses smoothed Simple Moving Averages (SMA) and divergences in Relative Strength Index (RSI), Moving Average Convergence Divergence (MACD), and histogram. A leading indicator (eg. BTCUSD for crypto) is also used for more accurate and timely market identification.
To assist the decision-making process, the code currently references BTCUSD. As a result, it is only suitable for crypto traders. However, we are working on the stock and forex versions, and the Performer will have these compatibilities soon.
Most importantly, our signals DO NOT REPAINT !
Recommended Use:
- Time Frame: 1HR
- Asset: Large cap crypto assets.
For lower risk tolerance, we recommend using the indicator on ETHUSD. For maximizing profits, we recommend using the indicator on BCHUSD.
- Always set stop loss according to your own risk tolerance
- Take profits along the way. Check out this video tutorial for when to reenter after our take profit signals.
Recommended Use for Advanced Traders:
- Position sizing:
Larger position if the 1HR signal is in the same direction compared to the 4HR trend.
Smaller position if the 1HR signal is in the opposite direction compared to the 4HR trend.
- Better entry/exit points:
Track the 1HR signal for the asset you are trading on other exchanges along with the BTCUSD 1HR signal. Sometimes, the signals from different exchanges occur with a 1-2 hour difference. You could use these earlier signals along with a lower time frame (eg. 15min) entry confirmation from your own exchange for better entry / exit points.
- Use “Take Profit” signals for counter trend scalps. Recover at the reentering opportunities . This works best with candlestick pattern confirmations.
Never use this if you suspect a flag / inverted flag pattern is forming.
Go to www.phi-deltalytics.com and sign up for a FREE trial today!
Let us know if you have any questions or recommendations. We are here for your success!
Disclaimer:
It should not be assumed that the methods, techniques, or indicators presented will be profitable or that they will not result in losses. Past results are not necessarily indicative of future results. This is not a solicitation of any order to buy or sell.
