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Libraries

  1. Spotlight
  2. DLRM
  3. DeepMatch
  4. DeepCTR
  5. RecBole
  6. https://github.com/microsoft/recommenders
  7. https://github.com/NicolasHug/Surprise
  8. https://github.com/lyst/lightfm
  9. https://github.com/benfred/implicit
  10. DaisyRec
  11. https://github.com/sisinflab/elliot
  12. https://github.com/PreferredAI/cornac
  13. https://github.com/mlpack/mlpack
  14. https://github.com/ylongqi/openrec
  15. https://github.com/Ibotta/mr_uplift
  16. https://github.com/RUCAIBox/CRSLab
  17. https://github.com/alibaba/x-deeplearning
  18. https://github.com/cheungdaven/DeepRec
  19. https://github.com/Coder-Yu/RecQ
  20. https://github.com/ylongqi/openrec

Graph based

  1. https://github.com/dmlc/dgl/
  2. https://github.com/PaddlePaddle/PGL
  3. https://github.com/THUDM/cogdl
  4. https://github.com/shenweichen/GraphEmbedding

Conversational

  1. https://github.com/facebookresearch/ParlAI

Causal

  1. https://github.com/xuanyin/causal-mediation-analysis-for-ab-tests
  2. https://github.com/microsoft/dowhy