Standalone implementation of Augur's consensus mechanism
Project description
pyconsensus is a standalone Python implementation of Augur’s consensus mechanism. For details, please see the Augur whitepaper.
Installation
The easiest way to install pyconsensus is to use pip:
$ pip install pyconsensus
Usage
To use pyconsensus, import the Oracle class:
from pyconsensus import Oracle
# Example report matrix:
# - each row represents a reporter
# - each column represents an event in a prediction market
my_reports = [[0.2, 0.7, 1, 1],
[0.3, 0.5, 1, 1],
[0.1, 0.7, 1, 1],
[0.5, 0.7, 2, 1],
[0.1, 0.2, 2, 2],
[0.1, 0.2, 2, 2]]
reputation = [1, 2, 10, 9, 4, 2]
my_event_bounds = [
{"scaled": True, "min": 0.1, "max": 0.5},
{"scaled": True, "min": 0.2, "max": 0.7},
{"scaled": False, "min": 1, "max": 2},
{"scaled": False, "min": 1, "max": 2},
]
oracle = Oracle(reports=my_reports,
reputation=reputation,
event_bounds=my_event_bounds)
oracle.consensus()
Tests
Unit tests are in the test/ directory.
pyconsensus is used in conjunction with the Augur Simulator to carry out randomized numerical (Monte Carlo) consensus tests. See the Simulator repository for details.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
pyconsensus-0.5.8.tar.gz
(23.5 kB
view details)
File details
Details for the file pyconsensus-0.5.8.tar.gz
.
File metadata
- Download URL: pyconsensus-0.5.8.tar.gz
- Upload date:
- Size: 23.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | f83f60433b9e5f86a6d4e60b42921139c23d65d124e0aa1408b7caccf7d6b339 |
|
MD5 | 66657a9ca6a89f86f2a67ce936c014a1 |
|
BLAKE2b-256 | ee73f5397cdbf723fb5cdbcd0200bfad6c7baeee5da678c5887b3e5b0a8a3b08 |