recommenders-team/recommenders

[ASK] Data format when inference

Open

#1,233 opened on Nov 6, 2020

View on GitHub
 (1 comment) (0 reactions) (0 assignees)Python (2,972 forks)batch import
help wanted

Repository metrics

Stars
 (17,706 stars)
PR merge metrics
 (Avg merge 6d 16h) (10 merged PRs in 30d)

Description

I have trained Sli_rec model and now i want to infer it but i cant figure out data format for this model. Output of model is built as a binary classification task, so when i have a user given a sequence of items that user has interacted, how can i predict top k items for that user. Can someone help me!

Contributor guide

Research direction
Review the Sli rec model's training code and data preprocessing to understand the required input format for inference. Check if there is an example notebook or API documentation.
Tech stack
python
Domain
machine learningbackend
Issue type
Research
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonMachine Learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50