Tensor CloudIntroducing the Tensor Cloud. This is probably the best indicator I've come up with so far. I'm really proud of it. Ichimoku is a brilliant system. It's been around for over half a century and I praise Goichi Hosoda for his brilliant work. However, it's time for something new. I love math and this indicator really showcases that. The Tensor Cloud is an indicator of its own. It is not related to Ichimoku at all. The only thing they have in common is that they both form clouds. The maths in Tensor Cloud are 100% apart.
The Tensor Cloud is mostly comprised of some special forms of linear regression. Let's do a rundown.
Future Span A (Green)
This is one predictor using a linear regression technique. Future Span A is one of the two lines that makes up a Tensor Cloud. From here on out it will traditionally be colored green. It can be used as both a predictor on its own and comprising the Tensor Cloud. This can also be viewed as sort of a long signal when crossing up Future Span B. This line can also be used to help identify levels of support and resistance.
Future Span B (Red)
This is another form of linear regression meant specifically to work alongside Future Span A. This is the second line that comprises a Tensor Cloud. From here on out it will traditionally be colored red. It can be used both as a predictor on its own and comprising the Tensor Cloud. This can also be viewed as sort of a short signal when crossing down through Future Span A. This line can also be used to help identify levels of support and resistance.
Safe (White)
The Safe is a moving average taken of Future Span A and Future Span B. It is highly predictive. From here on out it will traditionally be colored white.
Tip (Fuchsia)
This is yet another form of regression and is highly predictive. The Tip can also be used to help judge trend strength and probability of reversal. More study is of course needed. More on that later in this description. From here on out it will traditionally be colored fuchsia. This line can also be used to help identify levels of support and resistance.
The Tensor Cloud
The space between Future Span A and Future Span B is shaded in green or red, depending on which Future Span is on top. If Future Span A is on top, the Tensor Cloud will be green. This is considered a long signal. If Future Span B is on top, the Tensor Cloud will be colored red. This is a short signal. Attention should also be given to other factors such as:
The position of price in relation to the Tensor Cloud (Under, inside or above).
The position of Tip in relation to the Tensor Cloud.
Crosses of Future Span A and Future Span B.
Tensor Twist
Whenever Future Span A and Future Span B cross (In either direction), this is called a Tensor Twist. If Future Span A is crossing up, this is a long Tensor Twist. If Future Span B is crossing up, this is a short Tensor Twist.
Closing Summary
Much study needs to be done. This is a brand new technique. It's up to all of you to help figure out the best ways to use it. I may still add other components to this indicator but it's pretty solid as is. You will notice that the two integer inputs are set to 27. Twenty-seven is a very important number in mathematics. The details of that are beyond the scope of this description but from here on out, the traditional setting for those will be 27. You will notice that I am not yet releasing the source code to this indicator. For now, it will remain protected. Once I have enough feedback and we're all happy with the final result, I will release the code for the world to have. I have no wish of keeping this closed-source (As profitable as that might be). I just want it to help as many people as possible.
Please share this on social media so we can attract as many testers to give feedback as possible. For publishing this for free, that's all I ask in return. That way it will be as solid as possible when I release the source code.
Enjoy!
Prediction
Trend Precognition - Mtrl_ScientistHi everyone,
This is an updated version of my base algorithm "BTC Precognition". I've managed to remove some lag, while at the same time smoothing the curve (blue).
All you need to know about it is on the chart's legend. The arrows just correspond to the bottoms/tops of the blue signal curve (marked with green/red circles). However, predicting turning points is difficult and I'm still working on that. So for now, the signals are offset by 1 candle into the past. This means that all of your trades will be 1 candle late, unless you trade intrabar using your own intuition. As a help, I've also included the first derivative (black curve) that will tell you the slope of the blue curve. Remember, when the curve is about to turn, the slope becomes zero. However, you can anticipate this by looking at the slope's direction and guessing when it will cross the zero line.
This is still all work in progress, so invite-only.
acmillions88 HMCThis script works best on 1 minute timeframe,
while my DHC script works best in 1 hour timeframe.
Look at the chart. Be amazed. I'm amazed too.
Q: Why I created this script?
A: Rahmag found that my DHC V2 works only for higher timeframes, so he
suggested that I modify it for 1 minute timeframe.
Thanks Rahmag.
Cheers!
acmillions88 DHC V2Version 2 of my DHC script.
Sell1 - less probability but higher profit
Buy1 - less probability but higher profit
Sell2 - high probability but lower profit
Buy2 - high probability but lower profit
acmillions88 DHCThis script only works like a charm.
It gives very early signal and it is highly accurate.
Should be the most profitable script I have ever made.
acmillions88 reversal detectorI use a new method to predict trend and made a reversal detector by accident.
Surprisingly, it works very well. More importantly, it is predictive! Hooray!!!
When u see a series of "B" and start seeing an "S", its time to sell.
When u see a series of "S" and start seeing a "B", its time to buy.
Cheers!
acmillions88 predictions at beginning of new candleJust made a new discovery so I made this script.
It does not depend on trend and it predicts the mini trend at the beginning of the new candle.
The success rate is quite high.
Yes, its another predictive indicator from me. Cheers.
acmillions88 predictive indicatorsUnlike most scripts, this script actually predicts the mini trends.
acmillions88 predictive indicatorsUnlike most scripts, this script actually predicts the mini trends. Works great with double bollingerbands.
Linear ExtrapolationBasic extrapolator for forecast a time-series, all forecasts are mades length periods ahead.
This is not a estimation of the exact price
This should only be used for forecasting direction, dont expect the price to be at the same value of its forecast.
Bias, Mean absolute error, Mean percentage error...etc look useless here, its better to use correlation as a accuracy measurement.
Correlation(Forecast ,close,period)
Rescaling for a better forecast ?
Transforming a non-stationary signal to a stationary signal can increase the forecasting accuracy, this can be done by detrending. Here is a list of somes detrending methods:
Auto-Bias : price - price
Mean-Bias : price - price moving average
Log transform : log(price/price moving average)
Correlation : correlation(price,n,period)
Twiggs Money Flow_LB [SwetSwet]The modified indicator Twiggs Money Flow more convenient. The critical value is colored in green or red.
