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!
Open-source script

In true TradingView spirit, the author of this script has published it open-source, so traders can understand and verify it. Cheers to the author! You may use it for free, but reuse of this code in a publication is governed by House Rules. You can favorite it to use it on a chart.

Want to use this script on a chart?
Telegram : @BBN91
Chat : Tradingview Chat
Website : https://www.autonomouscripts.com
E-mail : info@autonomouscripts.com

CAUTION : SCRIPTS AND WEBSITE ARE UNDER LONG TERM LAST UPDATE

Kommentarer

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 Svara
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.
Svara
@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 Svara
Very useful! Can it be applied to other altcoins?
+1 Svara
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.
Svara
@Noldo, Just checked out with other altcoins on 1-day chart, and seem to work fine.
+1 Svara
Does it work on Lower timeframes? like 1H or 15 min TF?
Svara
awesome
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