lyst / lyst/lightfm

How to deploy model using node js

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#669 1 comment 0 reactions 0 assignees View on GitHub
Dominant language
Python
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Description

I created a recommendation system using lightFM on Google Colab. I want to deploy this model using Node JS. I read this [article](https://www.geeksforgeeks.org/how-to-deploy-a-machine-learning-model-using-node-js/) and tried the method recommended here. It recommended using tensorflow.js. For that the model needed to be saved and this is where the problem arose since I wrote my model using lightFM.

This gave rise to following error:
`
AttributeError Traceback (most recent call last)
in
----> 1 model.save("model.h5")

AttributeError: 'LightFM' object has no attribute 'save'
`

What is the alternative to model.save in lightfm? How can we deploy model written in lightfm using node js?

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing LightFM's model serialization capabilities and the linked Node.js deployment approach. Determine whether a supported export or interoperability path is required for deploying a LightFM model in Node.js; done would mean a documented, reproducible deployment path.

Written by the indexing model from the issue text.

Assessment

Tech stack
node.js, python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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