OK, I'm back to study ... stay tuned for the next bullshit 

 
02000000014cfd5c0eeb1122739d444ddb725f06d7e479e445102bb51cdf741f9337a6379800000 00003515151ffffffff0120cb0000000000001976a914e540f8916e15c856666284fe6b0a7126dc 63ae5988ac00000000

Thanks, what I would like to understand is if all these UTXO of type "" type ":" nonstandard "" are expendable or are blocked if not included by mining pool etc ...

Thanks everyone for the answers.
Maybe I'm doing something wrong but a UTXO like this:
9837a637931f74df1cb52b1045e479e4d7065f72db4d449d732211eb0e5cfd4c out 0

Can it be redeemed nowadays?
I signed the transaction when I try to send it tells me:
"error code: -26
error message:
bad-txns-nonstandard-inputs
"

Is the transaction I build wrong or these UTXOs cannot be transferred?

Thanks, practically impossible ...

I can't find a pool that accepts my non-standard transactions. What alternatives are there?
Could building bitcoin core by making it accept non-standard transactions be a solution?

I have seen it too, impressive

Behind the scenes the test is proceeding. In this link you can find continuous updates https://vafed.it/benchmark_tp_1.php. I am getting 3% (Expectancy) from 24 December 2019 to today 8 April 2020. Meanwhile the tests continue. This weekend there will be an update to the training of the model reaching 200000 test images. He is now working with 150000 training images. There is one update every approximately 50000 images. I keep you updated.

The results are not bad. I am updating various information.
http://vafed.it/benchmark.php

News: added a page https://vafed.it/benchmark.php

This page benchmarks the various models (for now only model 4) by ordering the results by net percentage. Fees are taken into account (0.26% ex: Kraken).
Upcoming updates:
- add explanations of the various simulation parameters;
- schedule the benchmark update every 12 hours to allow a bot to choose the best strategy.

I try to answer the questions I have been asked.
I have been following the world of cryptocurrencies for about 3 years while trading for about 10 years. I have always been fascinated by bots to trade and in the past I have built several in the forex world.

As for cryptocurrencies, I developed a bot for about 3 months to arbitrage between 3 different exchanges for the XMR / USD pair (I mined Monero, when it was worth 10 USD).

I stopped developing the bot by arbitrage to focus on one for trading. I developed several, all of which were based on technical indicators. I didn't like them.

So I started studying neural networks with the Tensorflow framework.

They are currently in full development, it takes time and $$ money to develop.

The infrastructure you can see on the site is more complex than it appears.

These are the main details on which it is based:

Database: Mysql with a simple db

Frontend site: PHP

Backend: Python with Tensorflow, numpy, mathplotlib etc.

Exchange for my personal bot: Kraken with python API


Now the next step is to simulate the various models with the signals issued and to benchmark performance by including the fees of an exchange, as truthful as possible.

Next step will be to implement a Telegram bot and email notification of the signals.

You're absolutely right, nothing is explained practically on the site, I'm working on it in my spare time. Next changes to the site is to try to make people understand what's behind. You are absolutely right. As soon as I have completed further steps, I will update you so you can take a look. Give me some time.

Ciao, per la comunità italiana, ho appena postato nella sezione internazionale questo post per chi fosse interessato. Per aggiornamenti andrò ad aggiornare quel post. Questo il link: https://bitcointalk.org/index.php?topic=5213806

Hi, I'm working on a bot to trade using neural networks. It is currently in development. If you want you can see the generated signals of laterization, long or short.

It is based on train images generated every minute by looking at the BTC / USD quote. The train is run weekly. Currently the train is over 40,000 images.

It is still in full development, if you are interested in taking a look at the signals this is the link:https://vafed.it/signals.php.