facebook/duckling

Debugging tools for classifiers

Open

#114 opened on Dec 1, 2017

View on GitHub
 (3 comments) (0 reactions) (0 assignees)Haskell (737 forks)batch import
enhancementhelp wanted

Repository metrics

Stars
 (4,282 stars)
PR merge metrics
 (No merged PRs in 30d)

Description

I can't find the probabilities associated with the rules while debugging with Duckling.Debug

I just started using duckling and the reason behind it was it's probabilistic nature where I can edit the examples to alter the decision making. I followed the deprecated version's documentation here https://duckling.wit.ai/ which clearly was using probability to make a decision but I couldn't find anything equivalent in this Implementation.

Please throw some light on this

Contributor guide

Research direction
Investigate Duckling's internal probability computation for classifiers. Check the Duckling.Debug module to see if probabilities are exposed. Look at the deprecated version's documentation for reference. Consider adding a method to retrieve rule probabilities for debugging. Comments in the issue may provide more context.
Tech stack
None
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
basic understanding of Ducklingfamiliarity with Haskell
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30