MLH-Fellowship/howdoi

skill similarity model

Open

#28 opened on Jun 18, 2020

View on GitHubContributor guide
 (0 comments) (0 reactions) (1 assignee)Python (2 forks)github user discovery
enhancementhelp wanted

Repository metrics

Stars
 (1 star)
PR merge metrics
 (No merged PRs in 30d)

Description

using rasa we want to extract entities related to tech-skills and than using a model of capable to suggest a similar skill something like if there is "HTML" in text suggestion will be "js , css ,web ... ect "

Contributor guide

Research direction
Explore the Rasa NLU pipeline for entity extraction and look into pre trained embeddings for skill similarity (e.g., word2vec, fastText).
Tech stack
python
Domain
backendaimachine learning
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.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonRasaMachine Learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40