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analysis of tffm(tensorflow-based factorization machine implementation)

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YLTsai0609/tffm_analysis

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Medium post

Benchmark

MNIST

Movielens(ml-100k)

Getting Start

  1. Clone this repo and tffm (submodule)

  2. Create an environment for tffm repectively by the requirements in the repo

  3. Run the test in tffm to make sure everything is fine.

  4. Install sklearn nightly version jupyter notebook, SciencePlots, and lightgbm in your tffm environment.

  5. Add environment variable RECSYS_IM_HOME as the project-home in your computer.

  6. Enjoy the ipynb :p

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analysis of tffm(tensorflow-based factorization machine implementation)

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