Noldo

Blockchain Artificial Neural Networks

I found a very high correlation in a research-based Artificial Neural Networks.(ANN)
Trained only on daily bars with blockchain data and Bitcoin closing price.
NOTE: It does not repaint strictly during the weekly time frame. (TF = 1W)
Use only for Bitcoin .
Blockchain data can be repainted in the daily time zone according to the description time.
Alarms are available.
And you can also paint bar colors from the menu by region.


After making reminders, let's share the details of this interesting research:

INPUTS :

1. Average Block Size
2. Api Blockchain Size
3. Miners Revenue
4. Hash Rate
5. Bitcoin Cost Per Transaction
6. Bitcoin USD Exchange Trade Volume
7. Bitcoin Total Number of Transactions

OUTPUTS :

1. One day next price close (Historical)

TRAINING DETAILS :

Learning cycles: 1096436
AutoSave cycles: 100

Grid :

Input columns: 7
Output columns: 1
Excluded columns: 0

Training example rows: 446
Validating example rows: 0
Querying example rows: 0
Excluded example rows: 0
Duplicated example rows: 0

Network :

Input nodes connected: 7

Hidden layer 1 nodes: 5
Hidden layer 2 nodes: 0
Hidden layer 3 nodes: 0

Output nodes: 1

Controls :

Learning rate: 0.1000
Momentum: 0.8000
Target error: 0.0100

Training error: 0.010571


The average training error is really low, almost worth the target.
Without using technical analysis data, we established Artificial Neural Networks with blockchain data.
Interesting!
Skrypt open-source

Zgodnie z prawdziwym duchem TradingView, autor tego skryptu opublikował go jako open-source, aby traderzy mogli go zrozumieć i zweryfikować. Brawo dla autora! Możesz używać go za darmo, ale ponowne wykorzystanie tego kodu w publikacji jest regulowane przez Dobre Praktyki. Możesz go dodać do ulubionych, żeby używać go na wykresie.

Chcesz użyć tego skryptu na wykresie?

Komentarze

Does it work on Lower timeframes? like 1H or 15 min TF?
+2 Odpowiedz
Very useful! Can it be applied to other altcoins?
+2 Odpowiedz
Noldo mariuspe
@mariuspe,
Hello my friend, the other altcoins also act according to bitcoin, but I can't say for sure.
But it can used for bitcoin definitely.
Odpowiedz
@Noldo, Just checked out with other altcoins on 1-day chart, and seem to work fine.
+1 Odpowiedz
Amazing work... got sold signal at 7097 just right before the spill today at 21:27. Very impressive.
I should try to sign up for AI courses at my job's place.
+1 Odpowiedz
Noldo ievgen-k
@ievgen-k, Many thanks for your positive comments !
However, it is useful to be very careful in this market because of high volatility.
Odpowiedz
@Noldo, that is understood, I'm testing my account in paper trading, not much activity for now in real account, but still looking into alerts for reference.
+1 Odpowiedz
First off: Thank you for the amazing script!
I have a few questions:
1) How did you choose those specific QUANDL stats over the other ones?
2) Now that Glassnode is supported directly on TV, would there be use of the greater amount of stats provided from that?
Odpowiedz
awesome
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