Commit graph

2 commits

Author SHA1 Message Date
bitromortac
686816d784
routing: implement bimodal probability estimator
Implements a new probability estimator based on a probability theory
framework.

The computed probability consists of:
* the direct channel probability, which is estimated based on a
  depleted liquidity distribution model, formulas and broader concept derived
  after Pickhardt et al. https://arxiv.org/abs/2103.08576
* an extension of the probability model to incorporate knowledge decay
  after time for previous successes and failures
* a mixed node probability taking into account successes/failures on other
  channels of the node (similar to the apriori approach)
2023-02-14 13:34:25 +01:00
bitromortac
b0a998af8d
routing: rename apriori estimator
* we rename the current probability estimator to be the "apriori"
  probability estimator to distinguish from a different implementation
  later
* the AprioriEstimator is exported to later be able to type switch
* getLocalPairProbability -> LocalPairProbabiltiy (later part of an
  exported interface)
* getPairProbability -> getPairProbabiltiy (later part of an exported
  interface)
2023-02-07 16:18:38 +01:00
Renamed from routing/probability_estimator_test.go (Browse further)