lightfm
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A Python implementation of LightFM, a hybrid recommendation algorithm.
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...
Feature Request: Support for Freezing Item Embeddings while Updating User Embeddings During Training
I am currently working on a project using LightFM for building a hybrid recommendation system. During the training process, I am trying to fix the item embeddings and only update...
I am trying to use LightFM for recommending the places to transact at. I have used Recency, Frequency and Monetary (RFM) to calculate the interactions between a user and a...
I'm trying to get the score in the table in paper https://arxiv.org/pdf/1507.08439.pdf. But I found that current model performs a lot better. Is it because the hyperparameters are fine-tunned or...
Hello , i've trained a lightFM model on my users/vehicles datasets , but the thing is that everytime i have new items/users that are added into the dataset , and...
When installing lightFM as a Github action I am getting the following error. ``` pip install -r requirements.txt [4](https://github.com/Endeavor-Digital/prefect-2-flows/actions/runs/4735271259/jobs/8405281638#step:6:4) shell: /usr/bin/bash -e {0} [5](https://github.com/Endeavor-Digital/prefect-2-flows/actions/runs/4735271259/jobs/8405281638#step:6:5) env: [6](https://github.com/Endeavor-Digital/prefect-2-flows/actions/runs/4735271259/jobs/8405281638#step:6:6) PREFECT_VERSION: 2.8.2 [7](https://github.com/Endeavor-Digital/prefect-2-flows/actions/runs/4735271259/jobs/8405281638#step:6:7) K8S_NAMESPACE:...
I've fitted the model with user and items matrixes: `model.fit( int_m, user_features = user_matrix, item_features = item_matrix)` Let's say I want to have predictions for one user and few items,...
Hello! Ran into a problem installing lightfm 1.16 on Linux-5.15.0-56-generic-x86_64-with-glibc2.35/Python 3.10.6. The error log is in the attachment, I tried to solve it using the available methods provided on the...
Hi All, I'm using lightfm recommendation for usecase where i have to predict user interested app screens for an android app.For this i'm using implicit data - how many times...
