Generate Random Data API - Randommer

Bitcoin XT - discussing Satoshi's Vision

A subreddit focused on providing open discussion on all things Bitcoin (BSV).
[link]

Bitcoin

Discussion about Bitcoin. BitcoinSV restores the original Bitcoin protocol, will keep it stable, and allow it to massively scale on-chain. BSV will maintain the vision laid out by Satoshi Nakamoto in the 2008 white paper - Bitcoin: A Peer-to-Peer Electronic Cash System.
[link]

Cryptocurrency news and discussions.

Cryptocurrency news and discussion. Bitcoin, Litecoin, Ethereum, Ripple, Monero, Dash, NEO, IOTA Lightning Network, SegWit, Augur, Steemit, privacy, ICO, block time, Proof of Work, Proof of Stake, NEM, Peercoin, Vertcoin, Iconomi, Dogecoin, Zcash, BitShares, Walton, mining, hashrate, mining difficulty, blockchain, coinbase, merkle, transaction rate, decentralized exchange, annual inflation rate, total market cap, bitcoin cash, BTC
[link]

Website Offers Convenient Bitcoin QR Code Generator and API

Website Offers Convenient Bitcoin QR Code Generator and API submitted by malestatestanding to u/malestatestanding [link] [comments]

Website Offers Convenient Bitcoin QR Code Generator and API - Market News Bizz

submitted by malestatestanding to u/malestatestanding [link] [comments]

Here's how I used Tensorflowjs and Twitter APIs to generate bitcoin price predictions using tweets passed through an LSTM.

Here's how I used Tensorflowjs and Twitter APIs to generate bitcoin price predictions using tweets passed through an LSTM. submitted by cawfree to tensorflow [link] [comments]

Accept BITCOIN CASH donations with confidence. ┗(°0°)┛ I replaced the external API for generating QR codes with a JS library (& other improvements).

Accept BITCOIN CASH donations with confidence. ┗(°0°)┛ I replaced the external API for generating QR codes with a JS library (& other improvements). submitted by filius-libertatis to btc [link] [comments]

#crypto #cryptonews #bitcoin #Accept BITCOIN CASH donations with confidence. ┗(°0°)┛ I replaced the external API for generating QR codes with a JS library (& other improvements).

#crypto #cryptonews #bitcoin #Accept BITCOIN CASH donations with confidence. ┗(°0°)┛ I replaced the external API for generating QR codes with a JS library (& other improvements). submitted by PooPoster1 to Cryptoandme [link] [comments]

BIP171 - Mocked implementation, generated specs, live API and 16 clients libs /r/Bitcoin

BIP171 - Mocked implementation, generated specs, live API and 16 clients libs /Bitcoin submitted by ABitcoinAllBot to BitcoinAll [link] [comments]

Block.io - Next Generation Of API And Wallet For Bitcoin, Dogecoin, And Litecoin

Block.io - Next Generation Of API And Wallet For Bitcoin, Dogecoin, And Litecoin submitted by sneakyKitKat to Bitcoin [link] [comments]

Block.io – Next Generation of API and Wallet for Bitcoin, Dogecoin And Litecoin

Block.io – Next Generation of API and Wallet for Bitcoin, Dogecoin And Litecoin submitted by voyagerdoge to DogeNews [link] [comments]

Transcript of how Philip the tyrant admin of the Bitcoin Cash Telegram group called Spoice stupid, an idiot, a parrot among other insults then banned her instead of discussing Bitcoin Cash. That Telegram group is hostile, ABC/IFP shills run and follows the rBitcoin toxic censorship modus operandi.

David B., [18.10.20 01:46]
https://www.reddit.com/btc/comments/jdagi3/whats_up_with_the_bchn_hypocrisy/

David B., [18.10.20 01:47]
Wut x2

J Stodd, [18.10.20 01:49]
[In reply to David B.]
Their words are meaningless. They have no principles. Wish i could comment but bitcoinxio banned me from rbtc and never told me why

David B., [18.10.20 01:59]
These comments are so toxic

Spoice, [18.10.20 01:59]
In reality, the real continuation of Bitcoin as we all know it is what is carried on by BCHN, BU, BCHD and others

Spoice, [18.10.20 02:00]
ABC is changing the rules to something that is not Bitcoin

Spoice, [18.10.20 02:00]
anyone denying those facts is selling you snake oil

Spoice, [18.10.20 02:00]
If Blockstream tried to take some % to their own benefit, we would have never needed BCH in the first place

Spoice, [18.10.20 02:00]
everyone would have rejected them in a second

J Stodd, [18.10.20 02:01]
[In reply to Spoice]
Bitcoin Cash is not Bitcoin to start with, so who cares?

David B., [18.10.20 02:01]
[ Album ]

Spoice, [18.10.20 02:01]
yet we have ABC trying to pull this theft and all those puppets think it's ok

Spoice, [18.10.20 02:01]
JSTodd that's bullshit

David B., [18.10.20 02:01]
Like trying to talk to a core maxi about altcoins

Spoice, [18.10.20 02:01]
Bitcoin Cash is the most Bitcoin out of all Bitcoins

Spoice, [18.10.20 02:01]
it is the continuation of what Satoshi started

David B., [18.10.20 02:02]
Tbh they aren't even toxic

Michael Nunzio, [18.10.20 02:02]
[In reply to Spoice]
If the hash follows then it is Bitcoin Cash. Only if it doesn't is your claim true

J Stodd, [18.10.20 02:03]
[In reply to Spoice]
Bitcoin is Bitcoin. Bitcoin failed to be Peer to Peer Cash, so Bitcoin Cash attempted to fix this by forking Bitcoin and attacking the root of the problem. This does not mean Bitcoin Cash is literally Bitcoin. Adopt a different argument. Sorry if you bought into that bc of Rogers rantings

J Stodd, [18.10.20 02:05]
Bitcoin Cash can replace Bitcoin, and if Bitcoin dies and BCH wins then sure maybe it can take its name from its grave, but they are different products, trying to say Bitcoin stopped being "Bitcoin" and became BCH is a self contradiction.

Jingles, [18.10.20 02:08]
Jstodd's got some good points.

Jingles, [18.10.20 02:08]
He's learnt so much in the last year ☺️

Spoice, [18.10.20 02:08]
"Bitcoin is Bitcoin" is a false statement. BTC is just an instance of Bitcoin. Bitcoin is the set of rules defined in the whitepaper first and foremost, it is peer to peer electronic cash. BTC no longer fits that criteria. Bitcoin Cash meets them. The fork proposed by ABC also fails to meet that criteria. Therefore the continuation of Bitcoin is in whatever BU, BCHN, Flowee and others will continue.

Jingles, [18.10.20 02:09]
What rules were defined in the WP?

Spoice, [18.10.20 02:10]
Let's see which rules aren't: 1) No coinbase tax going to any centralized entity such as ABC 2) No throttling of TX throughput such as BTC

Spoice, [18.10.20 02:10]
therefore they both fail the simple "Is this Bitcoin?" test

Spoice, [18.10.20 02:11]
Finally, Michael, if you think Hash rate defines what Bitcoin is, you should stick to BTC

Jingles, [18.10.20 02:11]
21 million coins isn't in the WP

Jingles, [18.10.20 02:11]
I asked what rules did the WP define.

Spoice, [18.10.20 02:12]
Because BCH failed that criteria since it forked, therefore your point is wrong

Spoice, [18.10.20 02:12]
https://www.metzdowd.com/pipermail/cryptography/2009-January/014994.html

Spoice, [18.10.20 02:12]
The announcement of the white paper included the 21 million limit, close enough

Jingles, [18.10.20 02:12]
HIs announcement isn't the WP

Spoice, [18.10.20 02:12]
show me where Satoshi said that Amaury shoudl tax the chain?

Spoice, [18.10.20 02:12]
Doesn't matter- close enough

Jingles, [18.10.20 02:12]
Bitcoin is the set of rules defined in the whitepaper first and foremost - You

Jingles, [18.10.20 02:13]
My ears pricked up on that comment, so I'm asking you what you meant.

Spoice, [18.10.20 02:13]
Correct. Changing the 21 million hard limit is still more Bitcoin than taxing the Coinbase, yet both will never ever happen. Not to Bitcoin anyway

Jingles, [18.10.20 02:13]
If you meant Satoj's writings pre and post WP then you should be clear about it

Spoice, [18.10.20 02:13]
some bastardized chain might, just not Bitcoin

Jingles, [18.10.20 02:14]
The closest we have to anything to indicate what is "Bitcoiness" is general things like "the longest chain"

Spoice, [18.10.20 02:14]
No, it is never a single thing

David B., [18.10.20 02:15]
REEEE

Jingles, [18.10.20 02:15]
trustless, no single trusted third parties, and rules can change due to incentives via consensus

Spoice, [18.10.20 02:15]
it is a set of common sense and experiment driven and historical relevance and initial parameters and "peer to peer electronic cash" definition indicators

Spoice, [18.10.20 02:15]
never a single thing

Jingles, [18.10.20 02:16]
[In reply to Spoice]
This is like the exact opposite of what you said earlier

Jingles, [18.10.20 02:16]
Bitcoin is defined by the rules in the WP, I mean common sense.

Jingles, [18.10.20 02:16]
🤷‍♂️

Spoice, [18.10.20 02:16]
Nope, the rule set is defined in the white paper should never change, but I never said all rules are defined in the white paper

Jingles, [18.10.20 02:16]
What rules?

Spoice, [18.10.20 02:16]
It is a union

Jingles, [18.10.20 02:17]
What rules are there?

Spoice, [18.10.20 02:17]
Rules in the white paper + what continued to define Bitcoin thereafter

J Stodd, [18.10.20 02:17]
[In reply to Spoice]
> "Bitcoin is Bitcoin is a false statement."
Alas, if we cannot agree on the law of identity, aka A=A, then i dont understand how to hold a conversation with you using logic.
> BTC is an instance of Bitcoin
No, BTC is a ticker used optionally by exchanges. Other common tickers for bitcoin include XBC, XBT, BC (correct me if im wrong on any of these)
> "Bitcoin is a set of rules in the whitepaper"
Super hard to defend this. Theres no mention of a 21M supply cap, no blocksize limit *at all*, and it also says additional rules and incentives can be enforced (implying maybe they should).

Jingles, [18.10.20 02:17]
I go through this with BSVers all the time. We have no spec sheet of rules defining what Bitcoin is from Satoshi.

Spoice, [18.10.20 02:18]
Rules such as what defines a correct block, miners receiving the full incentive of mining it, etc

Jingles, [18.10.20 02:18]
The WP is a highlevel document

Spoice, [18.10.20 02:18]
The WP is a description of a scientific experiment

Spoice, [18.10.20 02:18]
if you want to start your own experiment, be my guest

Jingles, [18.10.20 02:18]
[In reply to Spoice]
Valid tx rules aren't defined in the WP

Spoice, [18.10.20 02:18]
just don't try to call it Bitcoin

Jingles, [18.10.20 02:19]
The word majority is in the WP an awful lot wouldn't you say?

Spoice, [18.10.20 02:19]
Not valid TX rules, but what a proof of work block is and how it diverts the reward to the miner, etc

Jingles, [18.10.20 02:20]
[In reply to Spoice]
and? what about BTC doesn't apply?

Jingles, [18.10.20 02:20]
I'm not arguing for any fork of BCH here.

Spoice, [18.10.20 02:20]
It no longer meets the very title of the white paper experiment, "Peer to peer electronic cash"

Spoice, [18.10.20 02:20]
The BTC instance of the experiment is destined to move away from the very title of the white paper

Jingles, [18.10.20 02:20]
It's electronic, and I use it like cash.

Spoice, [18.10.20 02:20]
that the maintainers even wanted to edit the white paper (Cobra and co) because of this fact

J Stodd, [18.10.20 02:20]
u/Spoice When did BTC stop being Bitcoin in your view? The day Amaury decided to launch the fork, before Segwit happened?
If someone else launched a fork first, they would have been "the real bitcoin"?
This is a game of whoever forks first becomes the real Bitcoin?
What if two people launched a fork at the exact same time, maybe even with identical specs?

Jingles, [18.10.20 02:21]
Where did I go wrong?

Jingles, [18.10.20 02:21]
[In reply to Spoice]
Did they?

Spoice, [18.10.20 02:21]
Doesn't matter if you use it today, its very technical fabric will have to move your transactions to 2nd layers and it will no longer be peer to peer electronic cash on chain

Jingles, [18.10.20 02:21]
peer to peer electronic cash on chain - Not in the wp

Jingles, [18.10.20 02:22]
We have satoj talking about HFT with sidechannels.

Jingles, [18.10.20 02:22]
So what?

Jingles, [18.10.20 02:23]
I think this is a good discussion Phil, nothing disrespectful is being said. I hope this is ok?

Spoice, [18.10.20 02:23]
Doesn't matter, the rule of common sense, which is closer to that title? Increasing a simple variable (Blocksize) to stay on track of the title and experiment, or introduce IOUs and Watchtowers and channels and locked BTC and that whole LN Bastardization? Which is close to the title?

Jingles, [18.10.20 02:23]
No one said that can't happen

Michael Nunzio, [18.10.20 02:24]
[In reply to Spoice]
Congratulations you've made an argument which isn't an argument.

Jingles, [18.10.20 02:25]
The whole thing that was said was the system is based on majority rules, and incentives can be changed. Majority breaks any deadlock.

David B., [18.10.20 02:25]
How to kill a coin 101

Spoice, [18.10.20 02:25]
Logic fails anyone who tries to claim BTC, ABC, BSV or any similar standalone experiments as Bitcoin, because of simple sanity checks and logic checks, often stemming out of common sense - If what you have moves you a single step away from what is otherwise the same old experiment which Satoshi wrote about and unleashed, you're not Bitcoin. If what you have moves you a step closer, it is Bitcoin. and so on and so forth.

Phlip - Not giving away coins, [18.10.20 02:25]
Wow, really fanatical almost religious statements. I guess its Sunday morning.

Jingles, [18.10.20 02:27]
[In reply to Spoice]
There's nothing common about common sense. You point to the WP to make a point, and your point isn't in there.

Spoice, [18.10.20 02:27]
Throttled and you need off-chain IOUs and always-on services to function (BTC) ? Not Bitcoin. Requires permission to be used and could be centrally confiscated on the whim of the organization behind it (BSV)? Not Bitcoin. Premined (Bitcoin Gold, Diamond)? Not Bitcoin. Taxing the miners through Coinbase and changing the incentives which were at play since day 0 (ABC)? Not Bitcoin

Spoice, [18.10.20 02:27]
simple checks really, yet those who are set to benefit will of course be oblivious to these

Phlip - Not giving away coins, [18.10.20 02:28]
This whole “Bitcoin Cash is the true Bitcoin - see whitepaper” is really stupid. It also ignores the history of how Bitcoin Cash came into existence

Jingles, [18.10.20 02:28]
Phillip, remove anyone here that has said Bitcoin Gold was the original Bitcoin immediately

Jingles, [18.10.20 02:28]
^^^^

Jingles, [18.10.20 02:29]
[In reply to Phlip - Not giving away coins]
It falls to pieces the moment it's questioned.

Spoice, [18.10.20 02:29]
It is not about "True" Bitcoin

Spoice, [18.10.20 02:30]
It is about the Bitcoin closest to the experiment which always was

Spoice, [18.10.20 02:30]
I don't care about "True" or not, they all are true

Phlip - Not giving away coins, [18.10.20 02:30]
[In reply to Jingles]
Sorry, I hve stopped reading all the sillyness above. Will reread later

Jingles, [18.10.20 02:30]
[In reply to Phlip - Not giving away coins]
I'm joking around 😂

Spoice, [18.10.20 02:30]
but the rule of entropy says I shouldn't place my money nor effort in experiments which are set to fade eventually, because they have skewed incentives

Phlip - Not giving away coins, [18.10.20 02:31]
[In reply to Spoice]
You get to chose that for yourself but you do not get to dictate it for others

David B., [18.10.20 02:31]
[In reply to Phlip - Not giving away coins]
Don't read it. You will have no braincells left

Spoice, [18.10.20 02:31]
Bitcoin as we know it has a long track record of incentives which work

Spoice, [18.10.20 02:31]
I won't ever dictate it for others

Spoice, [18.10.20 02:31]
I only would dictate it for myself, just like how I never use BTC or BSV today, I won't use ABC tomorrow

Spoice, [18.10.20 02:32]
only because they're new experiments

Spoice, [18.10.20 02:32]
interesting, and I wish them luck

Jingles, [18.10.20 02:32]
"Bitcoin is Bitcoin" is a false statement - Spoice 2020

Spoice, [18.10.20 02:32]
but I would rather stick to the Bitcoin I know

Spoice, [18.10.20 02:32]
that's all

Jingles, [18.10.20 02:32]
I won't ever dictate it for others - Also Spoice
Phlip - Not giving away coins, [18.10.20 02:32]
Bitcoin Cash came with a plan snd goals. They were clearly presented in two presentations that happened before viabtc announced they would mine with ABC software and create a coin and chain named Bitcoin Cash

Spoice, [18.10.20 02:32]
Yes, because he means BTC is Bitcoin, and that's a false statement

Jingles, [18.10.20 02:32]
How is it false?

Spoice, [18.10.20 02:32]
It is an instance of Bitcoin

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:33]
[In reply to Michael Nunzio]
you're looking intimidatingly handsome in your new profile picture

Phlip - Not giving away coins, [18.10.20 02:33]
[In reply to Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ]]
Lol

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:33]
[In reply to J Stodd]
actually a good question

Spoice, [18.10.20 02:34]
Anyway, those are my two cents

Spoice, [18.10.20 02:34]
Everyone is free to choose which experiments to pour their effort on and their money in

Phlip - Not giving away coins, [18.10.20 02:34]
[In reply to Spoice]
You are entitled to your opinion.

Spoice, [18.10.20 02:34]
Andreas is publishing Lightning Network books, I mean

Spoice, [18.10.20 02:34]
So to each his own

Phlip - Not giving away coins, [18.10.20 02:35]
[In reply to Spoice]
Lets leave it at that

Spoice, [18.10.20 02:35]
but Bitcoin as I know it continues with no Tax, and that in my opinion is BCH with no tax

Phlip - Not giving away coins, [18.10.20 02:35]
Ah you had to continue

Phlip - Not giving away coins, [18.10.20 02:36]
Good thing no tax is proposed by anyone
Spoice, [18.10.20 02:35]
Isn't this the Bitcoin Cash telegram?

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:35]
😅

Spoice, [18.10.20 02:36]
If I don't discuss Bitcoin Cash here, where should I?

Spoice, [18.10.20 02:36]
Tax, IFP, call it what you will

Spoice, [18.10.20 02:36]
from my perspective as a user, it's one the same

J Stodd, [18.10.20 02:36]
[In reply to Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ]]
I bet nobody will answer it, either

Phlip - Not giving away coins, [18.10.20 02:37]
[In reply to Spoice]
Apparently btc /s

David B., [18.10.20 02:37]
[In reply to Spoice]
As a user what do you care?

Jingles, [18.10.20 02:37]
Ooh, can I shill the Bitcoin room in here?

Spoice, [18.10.20 02:37]
Nah, I prefer quick responses and chats

Spoice, [18.10.20 02:37]
Reddit is broken

Phlip - Not giving away coins, [18.10.20 02:37]
[In reply to Jingles]
Lol

J Stodd, [18.10.20 02:37]
[In reply to Spoice]
Nobody even pays it, it just comes out of the block reward. The block reward is not sentient, it cannot be stolen from or wronged

Phlip - Not giving away coins, [18.10.20 02:37]
Dont push your luck 😉

Jingles, [18.10.20 02:37]
[ 😀 Sticker ]

Michael Nunzio, [18.10.20 02:38]
[In reply to Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ]]
You too brother. 🙏

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:38]
[In reply to Michael Nunzio]
but mine is the same....i need new ones everyone always calls me fat because of this one

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:38]
literally if i say 1 thing to any troll anywhere first thing they say is "ok fatass"

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:38]
i blame this dumb photographer

Michael Nunzio, [18.10.20 02:38]
[In reply to Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ]]
Don't listen.

Phlip - Not giving away coins, [18.10.20 02:39]
u/spoice maybe write a read.cash article if you really feel you need to educate people

Spoice, [18.10.20 02:39]
David, as a user I believe that each new experiment carries risk with it, why should I take part in a new fork of Bitcoin which has a new set of game-theory rules which doesn't even benefit me, rather it benefits some other entity which will take 5% of any effort or economic activity I produce on this chain? They're also off-loading the risk to me as a usebuildebusiness who choose to join their experiment.

Spoice, [18.10.20 02:40]
Why should I take that risk while the Bitcoin I know and have known for over 10 years worked perfectly for me thus far? (BCH, that is)

Jingles, [18.10.20 02:40]
small fees and empty blocks?

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:41]
It will insure that a centralized group has control over development and they are by decree in the code, it's a literal take over.

Phlip - Not giving away coins, [18.10.20 02:41]
[In reply to Spoice]
“BSV-freeze the protocol - true Bitcoin” sounds like more your thing

David B., [18.10.20 02:41]
[In reply to Spoice]
Better run bitcoin core 0.1

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:41]
Imagine if satoshi keyd his address in the code to be paid out of every block, but instead of paying himself started a company "Bitcoin Dev Co"

Spoice, [18.10.20 02:42]
Not really, BSV kills the incentives I am discussing too

Phlip - Not giving away coins, [18.10.20 02:42]
[In reply to Jingles]
Please stay nice now

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:42]
No one would ever be able to say Bitcoin was Decentralized, Bitcoin Dev Co would get paid directly from the reward.

Jingles, [18.10.20 02:42]
[In reply to Phlip - Not giving away coins]
"BSV: We have all the Bad Idea. On chain"

Spoice, [18.10.20 02:42]
The Nash equilibrium we have tested for the past 10 years will be changed with ABC, it changed with BTC and BSV too

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:42]
"Bad Solutions Verified"

Spoice, [18.10.20 02:42]
that game-theory set of incentives

Spoice, [18.10.20 02:43]
why would I want to take a risk with any of those experiments when I gain 0?

David B., [18.10.20 02:43]
Better run bitcoin core 0.1

Spoice, [18.10.20 02:43]
Nope, you're talking technical freezing of development, that's not what I am addressing

Jingles, [18.10.20 02:43]
[In reply to David B.]
Thats the BTC chain though

Phlip - Not giving away coins, [18.10.20 02:43]
[In reply to Spoice]
O please share with us your background in the subject. Or are you now just parroting others

Spoice, [18.10.20 02:44]
BSV wants to freeze the technical development and they want a stable protocol from an API/development perspective

Spoice, [18.10.20 02:44]
but from an incentive ruleset perspective, they already butchered the equilibrium Bitcoin had

Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ], [18.10.20 02:44]
[In reply to Phlip - Not giving away coins]
That's one of those phrases, when you hear it you know they are just a parrot of someones propaganda. "MUH NASH EQUILIBRIUM!"

David B., [18.10.20 02:44]
Stable = bad?

Jingles, [18.10.20 02:45]
[In reply to Jc Crown [ I DON'T DM PEOPLE - DON'T GIVE ME MONEY! ]]
I love you

Spoice, [18.10.20 02:45]
Philip, for an admin you are ought to be nicer, if you think I am parroting others you're free to think that, but to state it so bluntly in your position is just... wrong

Spoice, [18.10.20 02:46]
If you think the point I made is wrong, discuss it

Phlip - Not giving away coins, [18.10.20 02:46]
[In reply to Jingles]
Maybe talk to him in DM about that?😉

Spoice, [18.10.20 02:46]
not me

Jingles, [18.10.20 02:46]
[In reply to Phlip - Not giving away coins]
working on it.

Phlip - Not giving away coins, [18.10.20 02:46]
[In reply to Spoice]
I ought to be nicer...😂😂😂

Spoice, [18.10.20 02:47]
Also, anyone who studied Bitcoin at length and its set of incentives and game-theory ruleset should know what a Nash Equilibrium is and who the players are in the Bitcoin game

Phlip - Not giving away coins, [18.10.20 02:47]
[In reply to Spoice]
You state as fact. You get to dhow why your statements or opinions are even relevant.

Spoice, [18.10.20 02:48]
If it's not a fact, highlight how

Spoice, [18.10.20 02:48]
don't attack me

Spoice, [18.10.20 02:48]
prove me wrong

Spoice, [18.10.20 02:48]
if you fail that simple debate test

David B., [18.10.20 02:48]
How's that breakfast helping?

Spoice, [18.10.20 02:48]
you should rename from Janitor to Tyrant

Jingles, [18.10.20 02:48]
I'm still waiting to see the defined rules as per the wp

Michael Nunzio, [18.10.20 02:49]
[In reply to Spoice]
Didn't know this was stand up comedy night in here.

Michael Nunzio, [18.10.20 02:49]
I missed the memo

Phlip - Not giving away coins, [18.10.20 02:49]
If I have to prove all idiots on the internet wrong I would have a hard time. You are starting to really waste everybody’s time. You state, you prove. Or you are just generating noise

Phlip - Not giving away coins, [18.10.20 02:50]
[In reply to Spoice]
Be careful now.

Michael Nunzio, [18.10.20 02:50]
Noisy bugger.

Phlip - Not giving away coins, [18.10.20 02:52]
Getting close to just do some cleaning up.

Spoice, [18.10.20 02:52]
If you can't debate technical points I am making about Bitcoin Cash on a Bitcoin Cash Telegram, and within the span of 10 minutes you called me stupid, idiot, noisy and a parrot, you absolutely are a tyrant and I stand by my point: You should not be an admin here, nor anywhere actually. If you think I should be careful for the fear of you banning me, go ahead. You still fail to debate the simplest technical point and yet claim you can "but can't be bothered to". You remind me of that Thermos guy.

Spoice, [18.10.20 02:53]
How do people with 0 technical know how end up in these admin positions is beyond me

Jingles, [18.10.20 02:53]
I challenged your comments and you just changed the goal posts.

Phlip - Not giving away coins, [18.10.20 02:53]
[In reply to Spoice]
Ok. You are not paying me and you are free to create noise elsewhere
submitted by wisequote to btc [link] [comments]

Gridcoin 5.0.0.0-Mandatory "Fern" Release

https://github.com/gridcoin-community/Gridcoin-Research/releases/tag/5.0.0.0
Finally! After over ten months of development and testing, "Fern" has arrived! This is a whopper. 240 pull requests merged. Essentially a complete rewrite that was started with the scraper (the "neural net" rewrite) in "Denise" has now been completed. Practically the ENTIRE Gridcoin specific codebase resting on top of the vanilla Bitcoin/Peercoin/Blackcoin vanilla PoS code has been rewritten. This removes the team requirement at last (see below), although there are many other important improvements besides that.
Fern was a monumental undertaking. We had to encode all of the old rules active for the v10 block protocol in new code and ensure that the new code was 100% compatible. This had to be done in such a way as to clear out all of the old spaghetti and ring-fence it with tightly controlled class implementations. We then wrote an entirely new, simplified ruleset for research rewards and reengineered contracts (which includes beacon management, polls, and voting) using properly classed code. The fundamentals of Gridcoin with this release are now on a very sound and maintainable footing, and the developers believe the codebase as updated here will serve as the fundamental basis for Gridcoin's future roadmap.
We have been testing this for MONTHS on testnet in various stages. The v10 (legacy) compatibility code has been running on testnet continuously as it was developed to ensure compatibility with existing nodes. During the last few months, we have done two private testnet forks and then the full public testnet testing for v11 code (the new protocol which is what Fern implements). The developers have also been running non-staking "sentinel" nodes on mainnet with this code to verify that the consensus rules are problem-free for the legacy compatibility code on the broader mainnet. We believe this amount of testing is going to result in a smooth rollout.
Given the amount of changes in Fern, I am presenting TWO changelogs below. One is high level, which summarizes the most significant changes in the protocol. The second changelog is the detailed one in the usual format, and gives you an inkling of the size of this release.

Highlights

Protocol

Note that the protocol changes will not become active until we cross the hard-fork transition height to v11, which has been set at 2053000. Given current average block spacing, this should happen around October 4, about one month from now.
Note that to get all of the beacons in the network on the new protocol, we are requiring ALL beacons to be validated. A two week (14 day) grace period is provided by the code, starting at the time of the transition height, for people currently holding a beacon to validate the beacon and prevent it from expiring. That means that EVERY CRUNCHER must advertise and validate their beacon AFTER the v11 transition (around Oct 4th) and BEFORE October 18th (or more precisely, 14 days from the actual date of the v11 transition). If you do not advertise and validate your beacon by this time, your beacon will expire and you will stop earning research rewards until you advertise and validate a new beacon. This process has been made much easier by a brand new beacon "wizard" that helps manage beacon advertisements and renewals. Once a beacon has been validated and is a v11 protocol beacon, the normal 180 day expiration rules apply. Note, however, that the 180 day expiration on research rewards has been removed with the Fern update. This means that while your beacon might expire after 180 days, your earned research rewards will be retained and can be claimed by advertising a beacon with the same CPID and going through the validation process again. In other words, you do not lose any earned research rewards if you do not stake a block within 180 days and keep your beacon up-to-date.
The transition height is also when the team requirement will be relaxed for the network.

GUI

Besides the beacon wizard, there are a number of improvements to the GUI, including new UI transaction types (and icons) for staking the superblock, sidestake sends, beacon advertisement, voting, poll creation, and transactions with a message. The main screen has been revamped with a better summary section, and better status icons. Several changes under the hood have improved GUI performance. And finally, the diagnostics have been revamped.

Blockchain

The wallet sync speed has been DRASTICALLY improved. A decent machine with a good network connection should be able to sync the entire mainnet blockchain in less than 4 hours. A fast machine with a really fast network connection and a good SSD can do it in about 2.5 hours. One of our goals was to reduce or eliminate the reliance on snapshots for mainnet, and I think we have accomplished that goal with the new sync speed. We have also streamlined the in-memory structures for the blockchain which shaves some memory use.
There are so many goodies here it is hard to summarize them all.
I would like to thank all of the contributors to this release, but especially thank @cyrossignol, whose incredible contributions formed the backbone of this release. I would also like to pay special thanks to @barton2526, @caraka, and @Quezacoatl1, who tirelessly helped during the testing and polishing phase on testnet with testing and repeated builds for all architectures.
The developers are proud to present this release to the community and we believe this represents the starting point for a true renaissance for Gridcoin!

Summary Changelog

Accrual

Changed

Most significantly, nodes calculate research rewards directly from the magnitudes in EACH superblock between stakes instead of using a two- or three- point average based on a CPID's current magnitude and the magnitude for the CPID when it last staked. For those long-timers in the community, this has been referred to as "Superblock Windows," and was first done in proof-of-concept form by @denravonska.

Removed

Beacons

Added

Changed

Removed

Unaltered

As a reminder:

Superblocks

Added

Changed

Removed

Voting

Added

Changed

Removed

Detailed Changelog

[5.0.0.0] 2020-09-03, mandatory, "Fern"

Added

Changed

Removed

Fixed

submitted by jamescowens to gridcoin [link] [comments]

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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

https://preview.redd.it/rqt2dldyg8e51.jpg?width=1044&format=pjpg&auto=webp&s=777ae9d4fbbb54c3540682b72700fc4ba3de0a44
We are excited to participate and present Syscoin Platform's ideal characteristics and capabilities towards a well-rounded Reddit Community Points solution!
Our scaling solution for Reddit Community Points involves 2-way peg interoperability with Ethereum. This will provide a scalable token layer built specifically for speed and high volumes of simple value transfers at a very low cost, while providing sovereign ownership and onchain finality.
Token transfers scale by taking advantage of a globally sorting mempool that provides for probabilistically secure assumptions of “as good as settled”. The opportunity here for token receivers is to have an app-layer interactivity on the speed/security tradeoff (99.9999% assurance within 10 seconds). We call this Z-DAG, and it achieves high-throughput across a mesh network topology presently composed of about 2,000 geographically dispersed full-nodes. Similar to Bitcoin, however, these nodes are incentivized to run full-nodes for the benefit of network security, through a bonded validator scheme. These nodes do not participate in the consensus of transactions or block validation any differently than other nodes and therefore do not degrade the security model of Bitcoin’s validate first then trust, across every node. Each token transfer settles on-chain. The protocol follows Bitcoin core policies so it has adequate code coverage and protocol hardening to be qualified as production quality software. It shares a significant portion of Bitcoin’s own hashpower through merged-mining.
This platform as a whole can serve token microtransactions, larger settlements, and store-of-value in an ideal fashion, providing probabilistic scalability whilst remaining decentralized according to Bitcoin design. It is accessible to ERC-20 via a permissionless and trust-minimized bridge that works in both directions. The bridge and token platform are currently available on the Syscoin mainnet. This has been gaining recent attention for use by loyalty point programs and stablecoins such as Binance USD.

Solutions

Syscoin Foundation identified a few paths for Reddit to leverage this infrastructure, each with trade-offs. The first provides the most cost-savings and scaling benefits at some sacrifice of token autonomy. The second offers more preservation of autonomy with a more narrow scope of cost savings than the first option, but savings even so. The third introduces more complexity than the previous two yet provides the most overall benefits. We consider the third as most viable as it enables Reddit to benefit even while retaining existing smart contract functionality. We will focus on the third option, and include the first two for good measure.
  1. Distribution, burns and user-to-user transfers of Reddit Points are entirely carried out on the Syscoin network. This full-on approach to utilizing the Syscoin network provides the most scalability and transaction cost benefits of these scenarios. The tradeoff here is distribution and subscription handling likely migrating away from smart contracts into the application layer.
  2. The Reddit Community Points ecosystem can continue to use existing smart contracts as they are used today on the Ethereum mainchain. Users migrate a portion of their tokens to Syscoin, the scaling network, to gain much lower fees, scalability, and a proven base layer, without sacrificing sovereign ownership. They would use Syscoin for user-to-user transfers. Tips redeemable in ten seconds or less, a high-throughput relay network, and onchain settlement at a block target of 60 seconds.
  3. Integration between Matic Network and Syscoin Platform - similar to Syscoin’s current integration with Ethereum - will provide Reddit Community Points with EVM scalability (including the Memberships ERC777 operator) on the Matic side, and performant simple value transfers, robust decentralized security, and sovereign store-of-value on the Syscoin side. It’s “the best of both worlds”. The trade-off is more complex interoperability.

Syscoin + Matic Integration

Matic and Blockchain Foundry Inc, the public company formed by the founders of Syscoin, recently entered a partnership for joint research and business development initiatives. This is ideal for all parties as Matic Network and Syscoin Platform provide complementary utility. Syscoin offers characteristics for sovereign ownership and security based on Bitcoin’s time-tested model, and shares a significant portion of Bitcoin’s own hashpower. Syscoin’s focus is on secure and scalable simple value transfers, trust-minimized interoperability, and opt-in regulatory compliance for tokenized assets rather than scalability for smart contract execution. On the other hand, Matic Network can provide scalable EVM for smart contract execution. Reddit Community Points can benefit from both.
Syscoin + Matic integration is actively being explored by both teams, as it is helpful to Reddit, Ethereum, and the industry as a whole.

Proving Performance & Cost Savings

Our POC focuses on 100,000 on-chain settlements of token transfers on the Syscoin Core blockchain. Transfers and burns perform equally with Syscoin. For POCs related to smart contracts (subscriptions, etc), refer to the Matic Network proposal.
On-chain settlement of 100k transactions was accomplished within roughly twelve minutes, well-exceeding Reddit’s expectation of five days. This was performed using six full-nodes operating on compute-optimized AWS c4.2xlarge instances which were geographically distributed (Virginia, London, Sao Paulo Brazil, Oregon, Singapore, Germany). A higher quantity of settlements could be reached within the same time-frame with more broadcasting nodes involved, or using hosts with more resources for faster execution of the process.
Addresses used: 100,014
The demonstration was executed using this tool. The results can be seen in the following blocks:
612722: https://sys1.bcfn.ca/block/6d47796d043bb4c508d29123e6ae81b051f5e0aaef849f253c8f3a6942a022ce
612723: https://sys1.bcfn.ca/block/8e2077f743461b90f80b4bef502f564933a8e04de97972901f3d65cfadcf1faf
612724: https://sys1.bcfn.ca/block/205436d25b1b499fce44c29567c5c807beaca915b83cc9f3c35b0d76dbb11f6e
612725: https://sys1.bcfn.ca/block/776d1b1a0f90f655a6bbdf559ff5072459cbdc5682d7615ff4b78c00babdc237
612726: https://sys1.bcfn.ca/block/de4df0994253742a1ac8ac9eec8d2a8c8b0a6d72c53d6f3caa29bb6c171b0a6b
612727: https://sys1.bcfn.ca/block/e5e167c52a9decb313fbaadf49a5e34cb490f8084f642a850385476d4ef10d70
612728: https://sys1.bcfn.ca/block/ab64d989edc71890e7b5b8491c20e9a27520dc45a5f7c776d3dae79057f59fe7
612729: https://sys1.bcfn.ca/block/5e8b7ecd0e36f99d07e4ea6e135fc952bf7ec30164ab6f4d1e98b0f2d405df6d
612730: https://sys1.bcfn.ca/block/d395df3d31dde60bbb0bece6bd5b358297da878f0beb96be389e5f0e043580a3
It is important to note that this POC is not focused on Z-DAG. The performance of Z-DAG has been benchmarked within realistic network conditions: Whiteblock’s audit is publicly available. Network latency tests showed an average TPS around 15k with burst capacity up to 61k. Zero-latency control group exhibited ~150k TPS. Mainnet testing of the Z-DAG network is achievable and will require further coordination and additional resources.
Even further optimizations are expected in the upcoming Syscoin Core release which will implement a UTXO model for our token layer bringing further efficiency as well as open the door to additional scaling technology currently under research by our team and academic partners. At present our token layer is account-based, similar to Ethereum. Opt-in compliance structures will also be introduced soon which will offer some positive performance characteristics as well. It makes the most sense to implement these optimizations before performing another benchmark for Z-DAG, especially on the mainnet considering the resources required to stress-test this network.

Cost Savings

Total cost for these 100k transactions: $0.63 USD
See the live fee comparison for savings estimation between transactions on Ethereum and Syscoin. Below is a snapshot at time of writing:
ETH price: $318.55 ETH gas price: 55.00 Gwei ($0.37)
Syscoin price: $0.11
Snapshot of live fee comparison chart
Z-DAG provides a more efficient fee-market. A typical Z-DAG transaction costs 0.0000582 SYS. Tokens can be safely redeemed/re-spent within seconds or allowed to settle on-chain beforehand. The costs should remain about this low for microtransactions.
Syscoin will achieve further reduction of fees and even greater scalability with offchain payment channels for assets, with Z-DAG as a resilience fallback. New payment channel technology is one of the topics under research by the Syscoin development team with our academic partners at TU Delft. In line with the calculation in the Lightning Networks white paper, payment channels using assets with Syscoin Core will bring theoretical capacity for each person on Earth (7.8 billion) to have five on-chain transactions per year, per person, without requiring anyone to enter a fee market (aka “wait for a block”). This exceeds the minimum LN expectation of two transactions per person, per year; one to exist on-chain and one to settle aggregated value.

Tools, Infrastructure & Documentation

Syscoin Bridge

Mainnet Demonstration of Syscoin Bridge with the Basic Attention Token ERC-20
A two-way blockchain interoperability system that uses Simple Payment Verification to enable:
  • Any Standard ERC-20 token to be moved from Ethereum to the Syscoin blockchain as a Syscoin Platform Token (SPT), and back to Ethereum
  • Any SPT to be moved from Syscoin to the Ethereum blockchain as an ERC-20 token, and back to Syscoin

Benefits

  • Permissionless
  • No counterparties involved
  • No trading mechanisms involved
  • No third-party liquidity providers required
  • Cross-chain Fractional Supply - 2-way peg - Token supply maintained globally
  • ERC-20s gain vastly improved transactionality with the Syscoin Token Platform, along with the security of bitcoin-core-compliant PoW.
  • SPTs gain access to all the tooling, applications and capabilities of Ethereum for ERC-20, including smart contracts.
https://preview.redd.it/l8t2m8ldh8e51.png?width=1180&format=png&auto=webp&s=b0a955a0181746dc79aff718bd0bf607d3c3aa23
https://preview.redd.it/26htnxzfh8e51.png?width=1180&format=png&auto=webp&s=d0383d3c2ee836c9f60b57eca35542e9545f741d

Source code

https://github.com/syscoin/?q=sysethereum
Main Subprojects

API

Tools to simplify using Syscoin Bridge as a service with dapps and wallets will be released some time after implementation of Syscoin Core 4.2. These will be based upon the same processes which are automated in the current live Sysethereum Dapp that is functioning with the Syscoin mainnet.

Documentation

Syscoin Bridge & How it Works (description and process flow)
Superblock Validation Battles
HOWTO: Provision the Bridge for your ERC-20
HOWTO: Setup an Agent
Developer & User Diligence

Trade-off

The Syscoin Ethereum Bridge is secured by Agent nodes participating in a decentralized and incentivized model that involves roles of Superblock challengers and submitters. This model is open to participation. The benefits here are trust-minimization, permissionless-ness, and potentially less legal/regulatory red-tape than interop mechanisms that involve liquidity providers and/or trading mechanisms.
The trade-off is that due to the decentralized nature there are cross-chain settlement times of one hour to cross from Ethereum to Syscoin, and three hours to cross from Syscoin to Ethereum. We are exploring ways to reduce this time while maintaining decentralization via zkp. Even so, an “instant bridge” experience could be provided by means of a third-party liquidity mechanism. That option exists but is not required for bridge functionality today. Typically bridges are used with batch value, not with high frequencies of smaller values, and generally it is advantageous to keep some value on both chains for maximum availability of utility. Even so, the cross-chain settlement time is good to mention here.

Cost

Ethereum -> Syscoin: Matic or Ethereum transaction fee for bridge contract interaction, negligible Syscoin transaction fee for minting tokens
Syscoin -> Ethereum: Negligible Syscoin transaction fee for burning tokens, 0.01% transaction fee paid to Bridge Agent in the form of the ERC-20, Matic or Ethereum transaction fee for contract interaction.

Z-DAG

Zero-Confirmation Directed Acyclic Graph is an instant settlement protocol that is used as a complementary system to proof-of-work (PoW) in the confirmation of Syscoin service transactions. In essence, a Z-DAG is simply a directed acyclic graph (DAG) where validating nodes verify the sequential ordering of transactions that are received in their memory pools. Z-DAG is used by the validating nodes across the network to ensure that there is absolute consensus on the ordering of transactions and no balances are overflowed (no double-spends).

Benefits

  • Unique fee-market that is more efficient for microtransaction redemption and settlement
  • Uses decentralized means to enable tokens with value transfer scalability that is comparable or exceeds that of credit card networks
  • Provides high throughput and secure fulfillment even if blocks are full
  • Probabilistic and interactive
  • 99.9999% security assurance within 10 seconds
  • Can serve payment channels as a resilience fallback that is faster and lower-cost than falling-back directly to a blockchain
  • Each Z-DAG transaction also settles onchain through Syscoin Core at 60-second block target using SHA-256 Proof of Work consensus
https://preview.redd.it/pgbx84jih8e51.png?width=1614&format=png&auto=webp&s=5f631d42a33dc698365eb8dd184b6d442def6640

Source code

https://github.com/syscoin/syscoin

API

Syscoin-js provides tooling for all Syscoin Core RPCs including interactivity with Z-DAG.

Documentation

Z-DAG White Paper
Useful read: An in-depth Z-DAG discussion between Syscoin Core developer Jag Sidhu and Brave Software Research Engineer Gonçalo Pestana

Trade-off

Z-DAG enables the ideal speed/security tradeoff to be determined per use-case in the application layer. It minimizes the sacrifice required to accept and redeem fast transfers/payments while providing more-than-ample security for microtransactions. This is supported on the premise that a Reddit user receiving points does need security yet generally doesn’t want nor need to wait for the same level of security as a nation-state settling an international trade debt. In any case, each Z-DAG transaction settles onchain at a block target of 60 seconds.

Syscoin Specs

Syscoin 3.0 White Paper
(4.0 white paper is pending. For improved scalability and less blockchain bloat, some features of v3 no longer exist in current v4: Specifically Marketplace Offers, Aliases, Escrow, Certificates, Pruning, Encrypted Messaging)
  • 16MB block bandwidth per minute assuming segwit witness carrying transactions, and transactions ~200 bytes on average
  • SHA256 merge mined with Bitcoin
  • UTXO asset layer, with base Syscoin layer sharing identical security policies as Bitcoin Core
  • Z-DAG on asset layer, bridge to Ethereum on asset layer
  • On-chain scaling with prospect of enabling enterprise grade reliable trustless payment processing with on/offchain hybrid solution
  • Focus only on Simple Value Transfers. MVP of blockchain consensus footprint is balances and ownership of them. Everything else can reduce data availability in exchange for scale (Ethereum 2.0 model). We leave that to other designs, we focus on transfers.
  • Future integrations of MAST/Taproot to get more complex value transfers without trading off trustlessness or decentralization.
  • Zero-knowledge Proofs are a cryptographic new frontier. We are dabbling here to generalize the concept of bridging and also verify the state of a chain efficiently. We also apply it in our Digital Identity projects at Blockchain Foundry (a publicly traded company which develops Syscoin softwares for clients). We are also looking to integrate privacy preserving payment channels for off-chain payments through zkSNARK hub & spoke design which does not suffer from the HTLC attack vectors evident on LN. Much of the issues plaguing Lightning Network can be resolved using a zkSNARK design whilst also providing the ability to do a multi-asset payment channel system. Currently we found a showstopper attack (American Call Option) on LN if we were to use multiple-assets. This would not exist in a system such as this.

Wallets

Web3 and mobile wallets are under active development by Blockchain Foundry Inc as WebAssembly applications and expected for release not long after mainnet deployment of Syscoin Core 4.2. Both of these will be multi-coin wallets that support Syscoin, SPTs, Ethereum, and ERC-20 tokens. The Web3 wallet will provide functionality similar to Metamask.
Syscoin Platform and tokens are already integrated with Blockbook. Custom hardware wallet support currently exists via ElectrumSys. First-class HW wallet integration through apps such as Ledger Live will exist after 4.2.
Current supported wallets
Syscoin Spark Desktop
Syscoin-Qt

Explorers

Mainnet: https://sys1.bcfn.ca (Blockbook)
Testnet: https://explorer-testnet.blockchainfoundry.co

Thank you for close consideration of our proposal. We look forward to feedback, and to working with the Reddit community to implement an ideal solution using Syscoin Platform!

submitted by sidhujag to ethereum [link] [comments]

vectorbt - blazingly fast backtesting and interactive data analysis for quants

I want to share with you a tool that I was continuously developing during the last couple of months.
https://github.com/polakowo/vectorbt

As a data scientist, when I first started flirting with quant trading, I quickly realized that there is a shortage of Python packages that can actually enable me to iterate over a long list of possible strategies and hyper-parameters quickly. Most open-source backtesting libraries are very evolved in terms of functionality, but simply lack speed. Questions like "Which strategy is better: X or Y?" require fast computation and transformation of data. This not only prolongs your lifecycle of designing strategies, but is dangerous after all: limited number of tests is similar to a tunnel vision - it prevents you from seeing the bigger picture and makes you dive into the market blindly.
After trying tweaking pandas, multiprocessing, and even evaluating my strategies on a cluster with Spark, I finally found myself using Numba - a Python library that can compile slow Python code to be run at native machine code speed. And since there were no packages in the Python ecosystem that could even closely match the speed of my own backtests, I made vectorbt.
vectorbt combines pandas, NumPy and Numba sauce to obtain orders-of-magnitude speedup over other libraries. It builds upon the idea that each instance of a trading strategy can be represented in a vectorized form, so multiple strategy instances can be packed into a single multi-dimensional array. In this form, they can processed in a highly efficient manner and compared easily. It also integrates Plotly and ipywidgets to display complex charts and dashboards akin to Tableau right in the Jupyter notebook. You can find basic examples and explanations in the documentation.

Below is an example of doing in total 67,032 tests on three different timeframes of Bitcoin price history to explore how performance of a MACD strategy depends upon various combinations of fast, slow and signal windows:
import vectorbt as vbt import numpy as np import yfinance as yf from itertools import combinations, product # Fetch daily price of Bitcoin price = yf.Ticker("BTC-USD").history(period="max")['Close'] price = price.vbt.split_into_ranges(n=3) # Define hyper-parameter space # 49 fast x 49 slow x 19 signal fast_windows, slow_windows, signal_windows = vbt.indicators.create_param_combs( (product, (combinations, np.arange(2, 51, 1), 2), np.arange(2, 21, 1))) # Run MACD indicator macd_ind = vbt.MACD.from_params( price, fast_window=fast_windows, slow_window=slow_windows, signal_window=signal_windows, hide_params=['macd_ewm', 'signal_ewm'] ) # Long when MACD is above zero AND signal entries = macd_ind.macd_above(0) & macd_ind.macd_above(macd_ind.signal) # Short when MACD is below zero OR signal exits = macd_ind.macd_below(0) | macd_ind.macd_below(macd_ind.signal) # Build portfolio portfolio = vbt.Portfolio.from_signals( price.vbt.tile(len(fast_windows)), entries, exits, fees=0.001, freq='1D') # Draw all window combinations as a 3D volume fig = portfolio.total_return.vbt.volume( x_level='macd_fast_window', y_level='macd_slow_window', z_level='macd_signal_window', slider_level='range_start', template='plotly_dark', trace_kwargs=dict( colorscale='Viridis', colorbar=dict( title='Total return', tickformat='%' ) ) ) fig.show() 

https://reddit.com/link/hxl6bn/video/180sxqa8mzc51/player
From signal generation to data visualization, the example above needs roughly a minute to run.

vectorbt let's you
The current implementation has limitations though:

If it sounds cool enough, try it out! I would love if you'd give me some feedback and contribute to it at some point, as the codebase has grown very fast. Cheers.
submitted by plkwo to algotrading [link] [comments]

Bob The Magic Custodian



Summary: Everyone knows that when you give your assets to someone else, they always keep them safe. If this is true for individuals, it is certainly true for businesses.
Custodians always tell the truth and manage funds properly. They won't have any interest in taking the assets as an exchange operator would. Auditors tell the truth and can't be misled. That's because organizations that are regulated are incapable of lying and don't make mistakes.

First, some background. Here is a summary of how custodians make us more secure:

Previously, we might give Alice our crypto assets to hold. There were risks:

But "no worries", Alice has a custodian named Bob. Bob is dressed in a nice suit. He knows some politicians. And he drives a Porsche. "So you have nothing to worry about!". And look at all the benefits we get:
See - all problems are solved! All we have to worry about now is:
It's pretty simple. Before we had to trust Alice. Now we only have to trust Alice, Bob, and all the ways in which they communicate. Just think of how much more secure we are!

"On top of that", Bob assures us, "we're using a special wallet structure". Bob shows Alice a diagram. "We've broken the balance up and store it in lots of smaller wallets. That way", he assures her, "a thief can't take it all at once". And he points to a historic case where a large sum was taken "because it was stored in a single wallet... how stupid".
"Very early on, we used to have all the crypto in one wallet", he said, "and then one Christmas a hacker came and took it all. We call him the Grinch. Now we individually wrap each crypto and stick it under a binary search tree. The Grinch has never been back since."

"As well", Bob continues, "even if someone were to get in, we've got insurance. It covers all thefts and even coercion, collusion, and misplaced keys - only subject to the policy terms and conditions." And with that, he pulls out a phone-book sized contract and slams it on the desk with a thud. "Yep", he continues, "we're paying top dollar for one of the best policies in the country!"
"Can I read it?' Alice asks. "Sure," Bob says, "just as soon as our legal team is done with it. They're almost through the first chapter." He pauses, then continues. "And can you believe that sales guy Mike? He has the same year Porsche as me. I mean, what are the odds?"

"Do you use multi-sig?", Alice asks. "Absolutely!" Bob replies. "All our engineers are fully trained in multi-sig. Whenever we want to set up a new wallet, we generate 2 separate keys in an air-gapped process and store them in this proprietary system here. Look, it even requires the biometric signature from one of our team members to initiate any withdrawal." He demonstrates by pressing his thumb into the display. "We use a third-party cloud validation API to match the thumbprint and authorize each withdrawal. The keys are also backed up daily to an off-site third-party."
"Wow that's really impressive," Alice says, "but what if we need access for a withdrawal outside of office hours?" "Well that's no issue", Bob says, "just send us an email, call, or text message and we always have someone on staff to help out. Just another part of our strong commitment to all our customers!"

"What about Proof of Reserve?", Alice asks. "Of course", Bob replies, "though rather than publish any blockchain addresses or signed transaction, for privacy we just do a SHA256 refactoring of the inverse hash modulus for each UTXO nonce and combine the smart contract coefficient consensus in our hyperledger lightning node. But it's really simple to use." He pushes a button and a large green checkmark appears on a screen. "See - the algorithm ran through and reserves are proven."
"Wow", Alice says, "you really know your stuff! And that is easy to use! What about fiat balances?" "Yeah, we have an auditor too", Bob replies, "Been using him for a long time so we have quite a strong relationship going! We have special books we give him every year and he's very efficient! Checks the fiat, crypto, and everything all at once!"

"We used to have a nice offline multi-sig setup we've been using without issue for the past 5 years, but I think we'll move all our funds over to your facility," Alice says. "Awesome", Bob replies, "Thanks so much! This is perfect timing too - my Porsche got a dent on it this morning. We have the paperwork right over here." "Great!", Alice replies.
And with that, Alice gets out her pen and Bob gets the contract. "Don't worry", he says, "you can take your crypto-assets back anytime you like - just subject to our cancellation policy. Our annual management fees are also super low and we don't adjust them often".

How many holes have to exist for your funds to get stolen?
Just one.

Why are we taking a powerful offline multi-sig setup, widely used globally in hundreds of different/lacking regulatory environments with 0 breaches to date, and circumventing it by a demonstrably weak third party layer? And paying a great expense to do so?
If you go through the list of breaches in the past 2 years to highly credible organizations, you go through the list of major corporate frauds (only the ones we know about), you go through the list of all the times platforms have lost funds, you go through the list of times and ways that people have lost their crypto from identity theft, hot wallet exploits, extortion, etc... and then you go through this custodian with a fine-tooth comb and truly believe they have value to add far beyond what you could, sticking your funds in a wallet (or set of wallets) they control exclusively is the absolute worst possible way to take advantage of that security.

The best way to add security for crypto-assets is to make a stronger multi-sig. With one custodian, what you are doing is giving them your cryptocurrency and hoping they're honest, competent, and flawlessly secure. It's no different than storing it on a really secure exchange. Maybe the insurance will cover you. Didn't work for Bitpay in 2015. Didn't work for Yapizon in 2017. Insurance has never paid a claim in the entire history of cryptocurrency. But maybe you'll get lucky. Maybe your exact scenario will buck the trend and be what they're willing to cover. After the large deductible and hopefully without a long and expensive court battle.

And you want to advertise this increase in risk, the lapse of judgement, an accident waiting to happen, as though it's some kind of benefit to customers ("Free institutional-grade storage for your digital assets.")? And then some people are writing to the OSC that custodians should be mandatory for all funds on every exchange platform? That this somehow will make Canadians as a whole more secure or better protected compared with standard air-gapped multi-sig? On what planet?

Most of the problems in Canada stemmed from one thing - a lack of transparency. If Canadians had known what a joke Quadriga was - it wouldn't have grown to lose $400m from hard-working Canadians from coast to coast to coast. And Gerald Cotten would be in jail, not wherever he is now (at best, rotting peacefully). EZ-BTC and mister Dave Smilie would have been a tiny little scam to his friends, not a multi-million dollar fraud. Einstein would have got their act together or been shut down BEFORE losing millions and millions more in people's funds generously donated to criminals. MapleChange wouldn't have even been a thing. And maybe we'd know a little more about CoinTradeNewNote - like how much was lost in there. Almost all of the major losses with cryptocurrency exchanges involve deception with unbacked funds.
So it's great to see transparency reports from BitBuy and ShakePay where someone independently verified the backing. The only thing we don't have is:
It's not complicated to validate cryptocurrency assets. They need to exist, they need to be spendable, and they need to cover the total balances. There are plenty of credible people and firms across the country that have the capacity to reasonably perform this validation. Having more frequent checks by different, independent, parties who publish transparent reports is far more valuable than an annual check by a single "more credible/official" party who does the exact same basic checks and may or may not publish anything. Here's an example set of requirements that could be mandated:
There are ways to structure audits such that neither crypto assets nor customer information are ever put at risk, and both can still be properly validated and publicly verifiable. There are also ways to structure audits such that they are completely reasonable for small platforms and don't inhibit innovation in any way. By making the process as reasonable as possible, we can completely eliminate any reason/excuse that an honest platform would have for not being audited. That is arguable far more important than any incremental improvement we might get from mandating "the best of the best" accountants. Right now we have nothing mandated and tons of Canadians using offshore exchanges with no oversight whatsoever.

Transparency does not prove crypto assets are safe. CoinTradeNewNote, Flexcoin ($600k), and Canadian Bitcoins ($100k) are examples where crypto-assets were breached from platforms in Canada. All of them were online wallets and used no multi-sig as far as any records show. This is consistent with what we see globally - air-gapped multi-sig wallets have an impeccable record, while other schemes tend to suffer breach after breach. We don't actually know how much CoinTrader lost because there was no visibility. Rather than publishing details of what happened, the co-founder of CoinTrader silently moved on to found another platform - the "most trusted way to buy and sell crypto" - a site that has no information whatsoever (that I could find) on the storage practices and a FAQ advising that “[t]rading cryptocurrency is completely safe” and that having your own wallet is “entirely up to you! You can certainly keep cryptocurrency, or fiat, or both, on the app.” Doesn't sound like much was learned here, which is really sad to see.
It's not that complicated or unreasonable to set up a proper hardware wallet. Multi-sig can be learned in a single course. Something the equivalent complexity of a driver's license test could prevent all the cold storage exploits we've seen to date - even globally. Platform operators have a key advantage in detecting and preventing fraud - they know their customers far better than any custodian ever would. The best job that custodians can do is to find high integrity individuals and train them to form even better wallet signatories. Rather than mandating that all platforms expose themselves to arbitrary third party risks, regulations should center around ensuring that all signatories are background-checked, properly trained, and using proper procedures. We also need to make sure that signatories are empowered with rights and responsibilities to reject and report fraud. They need to know that they can safely challenge and delay a transaction - even if it turns out they made a mistake. We need to have an environment where mistakes are brought to the surface and dealt with. Not one where firms and people feel the need to hide what happened. In addition to a knowledge-based test, an auditor can privately interview each signatory to make sure they're not in coercive situations, and we should make sure they can freely and anonymously report any issues without threat of retaliation.
A proper multi-sig has each signature held by a separate person and is governed by policies and mutual decisions instead of a hierarchy. It includes at least one redundant signature. For best results, 3of4, 3of5, 3of6, 4of5, 4of6, 4of7, 5of6, or 5of7.

History has demonstrated over and over again the risk of hot wallets even to highly credible organizations. Nonetheless, many platforms have hot wallets for convenience. While such losses are generally compensated by platforms without issue (for example Poloniex, Bitstamp, Bitfinex, Gatecoin, Coincheck, Bithumb, Zaif, CoinBene, Binance, Bitrue, Bitpoint, Upbit, VinDAX, and now KuCoin), the public tends to focus more on cases that didn't end well. Regardless of what systems are employed, there is always some level of risk. For that reason, most members of the public would prefer to see third party insurance.
Rather than trying to convince third party profit-seekers to provide comprehensive insurance and then relying on an expensive and slow legal system to enforce against whatever legal loopholes they manage to find each and every time something goes wrong, insurance could be run through multiple exchange operators and regulators, with the shared interest of having a reputable industry, keeping costs down, and taking care of Canadians. For example, a 4 of 7 multi-sig insurance fund held between 5 independent exchange operators and 2 regulatory bodies. All Canadian exchanges could pay premiums at a set rate based on their needed coverage, with a higher price paid for hot wallet coverage (anything not an air-gapped multi-sig cold wallet). Such a model would be much cheaper to manage, offer better coverage, and be much more reliable to payout when needed. The kind of coverage you could have under this model is unheard of. You could even create something like the CDIC to protect Canadians who get their trading accounts hacked if they can sufficiently prove the loss is legitimate. In cases of fraud, gross negligence, or insolvency, the fund can be used to pay affected users directly (utilizing the last transparent balance report in the worst case), something which private insurance would never touch. While it's recommended to have official policies for coverage, a model where members vote would fully cover edge cases. (Could be similar to the Supreme Court where justices vote based on case law.)
Such a model could fully protect all Canadians across all platforms. You can have a fiat coverage governed by legal agreements, and crypto-asset coverage governed by both multi-sig and legal agreements. It could be practical, affordable, and inclusive.

Now, we are at a crossroads. We can happily give up our freedom, our innovation, and our money. We can pay hefty expenses to auditors, lawyers, and regulators year after year (and make no mistake - this cost will grow to many millions or even billions as the industry grows - and it will be borne by all Canadians on every platform because platforms are not going to eat up these costs at a loss). We can make it nearly impossible for any new platform to enter the marketplace, forcing Canadians to use the same stagnant platforms year after year. We can centralize and consolidate the entire industry into 2 or 3 big players and have everyone else fail (possibly to heavy losses of users of those platforms). And when a flawed security model doesn't work and gets breached, we can make it even more complicated with even more people in suits making big money doing the job that blockchain was supposed to do in the first place. We can build a system which is so intertwined and dependent on big government, traditional finance, and central bankers that it's future depends entirely on that of the fiat system, of fractional banking, and of government bail-outs. If we choose this path, as history has shown us over and over again, we can not go back, save for revolution. Our children and grandchildren will still be paying the consequences of what we decided today.
Or, we can find solutions that work. We can maintain an open and innovative environment while making the adjustments we need to make to fully protect Canadian investors and cryptocurrency users, giving easy and affordable access to cryptocurrency for all Canadians on the platform of their choice, and creating an environment in which entrepreneurs and problem solvers can bring those solutions forward easily. None of the above precludes innovation in any way, or adds any unreasonable cost - and these three policies would demonstrably eliminate or resolve all 109 historic cases as studied here - that's every single case researched so far going back to 2011. It includes every loss that was studied so far not just in Canada but globally as well.
Unfortunately, finding answers is the least challenging part. Far more challenging is to get platform operators and regulators to agree on anything. My last post got no response whatsoever, and while the OSC has told me they're happy for industry feedback, I believe my opinion alone is fairly meaningless. This takes the whole community working together to solve. So please let me know your thoughts. Please take the time to upvote and share this with people. Please - let's get this solved and not leave it up to other people to do.

Facts/background/sources (skip if you like):



Thoughts?
submitted by azoundria2 to QuadrigaInitiative [link] [comments]

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