Mean Shift Pivot ClusteringCore Concepts
According to Jeff Greenblatt in his book "Breakthrough Strategies for Predicting Any Market", Fibonacci and Lucas sequences are observed repeated in the bar counts from local pivot highs/lows. They occur from high to high, low to high, high to low, or low to high. Essentially, this phenomenon is observed repeatedly from any pivot points on any time frame. Greenblatt combines this observation with Elliott Waves to predict the price and time reversals. However, I am no Elliottician so it was not easy for me to use this in a practical manner. I decided to only use the bar count projections and ignore the price. I projected a subset of Fibonacci and Lucas sequences along with the Fibonacci ratios from each pivot point. As expected, a projection from each pivot point resulted in a large set of plotted data and looks like a huge gong show of lines. Surprisingly, I did notice clusters and have observed those clusters to be fairly accurate.
Fibonacci Sequence: 1, 2, 3, 5, 8, 13, 21, 34...
Lucas Sequence: 2, 1, 3, 4, 7, 11, 18, 29, 47...
Fibonacci Ratios (converted to whole numbers): 23, 38, 50, 61, 78, 127, 161...
Light Bulb Moment
My eyes may suck at grouping the lines together but what about clustering algorithms? I chose to use a gimped version of Mean Shift because it doesn't require me to know in advance how many lines to expect like K-Means. Mean shift is computationally expensive and with Pinescript's 500ms timeout, I had to make due without the KDE. In other words, I skipped the weighting part but I may try to incorporate it in the future. The code is from Harrison Kinsley . He's a fantastic teacher!
Usage
Search Radius: how far apart should the bars be before they are excluded from the cluster? Try to stick with a figure between 1-5. Too large a figure will give meaningless results.
Pivot Offset: looks left and right X number of bars for a pivot. Same setting as the default PulseWire pivot high/low script.
Show Lines Back: show historical predicted lines. (These can change)
Use this script in conjunction with Fibonacci price retracement/extension levels and/or other support/resistance levels. If it's no where near a support/resistance and there's a projected time pivot coming up, it's probably a fake out.
Notes
Re-painting is intended. When a new pivot is found, it will project out the Fib/Lucas sequences so the algorithm will run again with additional information.
The script is for informational and educational purposes only.
Do not use this indicator by itself to trade!
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AB=CD Pattern Educational (Source Code)This indicator was intended as educational purpose only for AB=CD Patterns.
AB=CD Patterns were explained and modernized starting from The Harmonic Trader and Harmonic Trading: Volume One until Volume Three written by Scott M Carney.
Indikator ini bertujuan sebagai pendidikan sahaja untuk AB=CD Pattern.
AB=CD Patterns telah diterangkan dan dimodenkan bermula dari The Harmonic Trader dan Harmonic Trading: Volume One hingga Volume Three ditulis oleh Scott M Carney.
Indicator features :
1. List AB=CD patterns including ratio and reference page.
2. For desktop display only, not for mobile.
Kemampuan indikator :
1. Senarai AB=CD pattern termasuk ratio and rujukan muka surat.
2. Untuk paparan desktop sahaja, bukan untuk mobile.
FAQ
1. Credits / Kredit
Scott M Carney
Scott M Carney, Harmonic Trading: Volume One until Volume Three
2. Pattern and Chapter involved / Pattern dan Bab terlibat
Ideal AB=CD - The Harmonic Trader - Page 118 & 129
Standard AB=CD - The Harmonic Trader - Page 116, 117, 127 & 128, Harmonic Trading: Volume One - Page 42, 51, Harmonic Trading: Volume Three - Page 76 & 78
Alternate AB=CD - The Harmonic Trader - Page 142 & 145, Harmonic Trading: Volume One - Page 62, 63
Perfect AB=CD - Harmonic Trading: Volume One - Page 64 & 66
Reciprocal AB=CD - Harmonic Trading: Volume Two - Page 74 & 76
AB=CD with ab=cd - The Harmonic Trader - Page 149 & 153
AB=CD with BC Layering Technique - Harmonic Trading: Volume Three - Page 81 & 84
3. Code Usage / Penggunaan Kod
Free to use for personal usage but credits are most welcomed especially for credits to Scott M Carney.
Bebas untuk kegunaan peribadi tetapi kredit adalah amat dialu-alukan terutamanya kredit kepada Scott M Carney.
Bullish / Bearish Ideal AB=CD
Bullish / Bearish Standard AB=CD
Bullish / Bearish Alternate AB=CD
Bullish / Bearish Perfect AB=CD
Bullish / Bearish Reciprocal AB=CD (Additional value for reciprocal retracement 3.140 and 3.618)
Bullish / Bearish AB=CD with ab=cd
Bullish / Bearish AB=CD with BC Layering Technique
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Harmonic Trading Ratios Educational (Source Code)This table indicator was intended as educational purpose only for Harmonic Trading Ratios.
The ratios are used for Harmonic AB=CD and XAB=CD.
Ratio calculation are shown for Retracement and Projection based Primary, Primary Derived, Secondary Derived and Secondary Derived Extreme.
Primary Retracement : 0.618
Primary Projection : 1.618
Please take note that Secondary Derived Extreme is only available for Projection.
Indikator berjadual bertujuan sebagai pendidikan sahaja untuk Harmonic Trading Ratios.
Ratio digunakan untuk Harmonic AB=CD and XAB=CD.
Pengiraan ratio untuk Retracement and Projection adalah berdasarkan Primary, Primary Derived, Secondary Derived dan Secondary Derived Extreme.
Primary Retracement : 0.618
Primary Projection : 1.618
Sila ambil perhatian bahawa Secondary Derived Extreme adalah untuk Projection sahaja.
The values shown in table was based on Harmonic Trading: Volume One, Page 18 written by Scott M Carney.
Nilai yang ditunjukkan dalam jadual adalah berdasarkan buku Harmonic Trading: Volume One, Page 18 ditulis oleh Scott M Carney.
Indicator features :
1. List Harmonic Trading Ratios including calculation.
2. Show and draw individual Harmonic Trading Ratio.
3. For desktop display only, not for mobile.
Kemampuan indikator :
1. Senarai Harmonic Trading Ratios termasuk pengiraan.
2. Memapar dan melukis Harmonic Trading Ratio secara berasingan.
3. Untuk paparan desktop sahaja, bukan untuk mobile.
FAQ
1. Credits / Kredit
Scott M Carney,
Scott M Carney, Harmonic Trading: Volume One
2. Code Usage / Penggunaan Kod
Free to use for personal usage but credits are most welcomed especially for credits to Scott M Carney.
Bebas untuk kegunaan peribadi tetapi kredit adalah amat dialu-alukan terutamanya kredit kepada Scott M Carney.
Display for Bullish / Bearish Retracement
Paparan untuk Bullish / Bearish Retracement
Display for Primary Retracement and Primary Projection
Paparan untuk Primary Retracement and Primary Projection
Display for Secondary Derived Extreme Retracement and Secondary Derived Extreme Projection
Paparan untuk Secondary Derived Extreme Retracement and Secondary Derived Extreme Projection
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Penrose DiagramGreetings Traders! This is my measly 2 dimensional non-curved take on a Penrose Diagram .
What is a Penrose Diagram?
jila.colorado.edu
"A Penrose diagram is a kind of spacetime diagram arranged to make clear the complete causal structure of any given geometry. They are an indispensable map for navigating inside a black hole. Roger Penrose, who invented this kind of diagram in the early 1950s, himself calls them conformal diagrams." - Source: jila.colorado.edu
Penrose Diagrams allow an understanding of an infinite surface by projecting 4D Spheres on 2 Dimension Squares. The 4D shape within the 2D Square has the ability to reference a definable edge on an infinite boundary.
I thought this concept interesting, as I tend to hold a viewpoint of price being infinite in its own nature, and tried to combine the concepts as best I could.
In a true Penrose Diagram, you'd see curvature as you reached the edge of each Diagram Square to represent the curvature of space-time and the distorted boundary. However due to limitations of Pine and perhaps my own abilities, I decided to go the cheap route and opt for straight lines, as well as beginning each new Penrose Diagram on a new Session Start.
Also in this version, you will notice on some instruments that, as an example, two triangles overlap each other when you Extend the Penrose Diagram. The result of this is intentional and is due to the calculation of the first Triangle for the Penrose Diagram. The data points for each triangle are variable upon the average highest/lowest point from Open Price and the Max/Min highest/lowest point from Open Price over a variable amount of days. For typical instruments such as Futures products and Forex, it is common to see differences between the Highest High Breakout & Lowest Low Breakout, and therefore a difference between the true center of the Triangle and the corresponding angles. I prefer to use a 20-Day Average Period for Forex and Futures Products, for Crypto a 30 Day Average Period, all adjustable from the options menu.
Due to the differences between the data points(particularly the difference from the Session Open to the Highest High/ Lowest Low), the initial values for the extended Penrose Diagram will sometimes overlap with the initial triangle for Penrose Diagram creation. However keep in mind, all triangles are exactly the same, just rotated 180°and translated above and below the current Session Open Price. You can confirm this yourself using the handy Triangle Tool in your Drawing Tools directly from your PulseWire Chart.
Haven't managed to play around on all instruments yet, so give it a whirl, and any feedback is greatly appreciated. Hope you enjoy!
-@DayTradingOil Indicator
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[RS]Shadows Of Past, Present and FutureExperimental:
session projection into the future..
Past, Present, Future
Tell me, tell me, smiling child,
What the past is like to thee ?
'An Autumn evening soft and mild
With a wind that sighs mournfully.’
Tell me, what is the present hour ?
'A green and flowery spray
Where a young bird sits gathering its power
To mount and fly away.’
And what is the future, happy one ?
'A sea beneath a cloudless sun ;
A mighty, glorious, dazzling sea
Stretching into infinity.’
by Emily Brontë
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Projection Oscillator - Mel Widner, Ph.D.For any Mel Widner, Ph.D fans out there, I present this decades old "Projection Oscillator" employing PSv4.0, originally formulated by Mel Widner for TASC - July of 1995 Traders Tips. Just when you may have thought it was the end of the evolutionary line for Mel Widner technology, it's not! Basically it's a hybridization of linear regression, banding, and a stochastic rolled into one. It's purpose is intended to help identify reversal points.
While working on another member's project, I discovered other implementations on TV and a few scarcely found on the internet, they are not entirely correct and not in a package like this. I'm submitting this as a complimentary indicator for their trading system AND also for the TV community for hybridized indicator evolution. My implementation is a heavily modified version of the original indicator using novel techniques, surpassing Widner's original intended design.
Utilizing the "Power of Pine", I included the maximum amount of features I could surmise in an ultra small yet impressive package. Configurations are displayed above in multiple scenarios that should be suitable for most traders. Of notable mention, the original design was a range from 0-100 just like any other stochastic, but I rescaled the oscillator more towards a zero mean unity scale(+/-1.0), while still leaving the waveforms completely intact.
Features List Includes:
Dark Background - Easily disabled in indicator Settings->Style for "Light" charts or with Pine commenting
AND much, much more... you have the source!
For those of you who are new to Pine Script, this script also may help you understand advanced programming techniques in Pine and how they may be utilized in a most effective manner. I would like to see Tradingview become the go to platform for the best indicators attainable with this contribution to the TV community. This is commonly what my dense intricate code looks like behind the veil. If you are wondering why there is no notes, that's because the notation is in the variable naming. If you wish to contribute additional ideas, please do so below in the comments about all things Pine in regards to this indicator.
NOTICE: Copy pasting bandits who may be having nefarious thoughts, DO NOT attempt this, because this may violate Tradingview's terms, conditions and/or house rules regarding publishing and "fair" reuse of code. "WE" are always watching the TV community vigilantly for mischievous behaviors and actions that exploit well intended authors for the purpose of unscrupulously increasing brownie points in reputation scores. Hiding behind a "protected" wall may not protect you from investigation and account penalization by TV staff. Be respectful, and don't just throw a meaningless feature in there, then branding it as "your" gizmo if you reuse this code for publishing another indicator. Fair enough? Alrighty then... I firmly believe in "innovating" future state-of-the-art indicators, and please contact me if you wish to do so.
The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section if you do have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I may implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone! Indicator
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