- The paper introduces a novel technique to explain the predictions of any classifier in an interpretable and faithful manner.
- It also proposes a method to explain models by obtaining representative individual predictions and their explanations.
- Link to the paper
- Demo
import blocksci | |
import pandas as pd | |
import numpy as np | |
chain = blocksci.Blockchain("/blocksci/bitcoin") | |
block_day = 6 * 24 | |
block_year = 365 * block_day | |
block_week = 7 * block_day | |
block_month = block_year // 12 |
FWIW: I (@rondy) am not the creator of the content shared here, which is an excerpt from Edmond Lau's book. I simply copied and pasted it from another location and saved it as a personal note, before it gained popularity on news.ycombinator.com. Unfortunately, I cannot recall the exact origin of the original source, nor was I able to find the author's name, so I am can't provide the appropriate credits.
- By Edmond Lau
- Highly Recommended 👍
- http://www.theeffectiveengineer.com/
Normal bitcoin addresses cannot be published in public without losing all privacy, since all transactions to that address can be seen by anybody. Stealth addresses let us publish an address in public which can be used by payers to derive a new address that the payee has access to, but no one else knows is associated with the stealth address. The trick is that the payer must use a nonce to derive the address paid to, and this nonce must be delivered to the payee so they know how to recover the funds. This nonce can be delivered in the transaction, so that no separate channel is required to communicate the nonce.
The same technology can also be used to construct new public keys to send encrypted messages to.
We will discuss four methods:
- The simplest form of stealth addresses, which has some drawbacks that can improved upon.
-module(myapp_register_controller, [Req]). | |
-compile(export_all). | |
-define(API_KEY, "mykey"). | |
-define(LIST_ID, "mylist"). | |
add('GET', [])-> | |
ok; |
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" | |
"http://www.w3.org/TR/html4/loose.dtd"> | |
<html> | |
<head> | |
<title>JSON Transform</title> | |
<script type="text/javascript" src="http://code.jquery.com/jquery-1.8.0.min.js"></script> | |
<script type="text/javascript" src="http://cdnjs.cloudflare.com/ajax/libs/underscore.js/1.3.3/underscore-min.js"></script> | |
<script type="text/javascript" src="https://raw.github.com/douglascrockford/JSON-js/master/json2.js"></script> | |
<link href="http://twitter.github.com/bootstrap/assets/css/bootstrap.css" rel="stylesheet"></link> |
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