NVIDIA/DeepRecommender

Add MovieLens example

开放

#2 创建于 2017年10月3日

 (0 条评论) (2 个反应) (0 位负责人)Python (340 个派生)auto 404
enhancementgood first issuehelp wanted

仓库指标

星标
 (1,702 个星标)
PR 合并指标
 (PR 指标待抓取)

描述

Provide a recepie for training a model on MovieLens data (20M and 1M).

This should include the following:

  1. Data converter. Consider fixing/adjusting this script
  • Train/Eval/Test split. Training test ratings should come before any Eval and Test ratings. See section 3.1 (Experiment setup) of this paper for details and Netflix converter for example.
  1. An example train.sh, and test.sh for 20M and 1M MovieLens data sets which will train/eval and test the model correspondingly.

  2. Choose model architecture and hyper parameters that give best eval RMSE you can get.

贡献者指南