Alternatives and similar repositories for Causality4Rec_Paperlist:

Users that are interested in Causality4Rec_Paperlist are comparing it to the libraries listed below

• RyanWangZf / CVIB-Rec
  Official Implementation of Information Theoretic Counterfactual Learning from Missing Not At Random Feedback. NeurIPS 2020.
  ☆29Updated 4 years ago
• Ethan00Si / Instrumental-variables-for-recommendation
  The official implementation for WWW 2022 paper "A Model-Agnostic Causal Learning Framework for Recommendation using Search Data"
  ☆30Updated 2 years ago
• chrisjtan / counter
  Counterfactual Explainable Recommendation
  ☆47Updated 3 years ago
• WenjieWWJ / DenoisingRec
  Adaptive Denoising Training (ADT) for Recommendation.
  ☆71Updated 3 years ago
• dgliu / RecSys21_DIB
  Experiments codes for RecSys '21 paper "Mitigating Confounding Bias in Recommendation via Information Bottleneck"
  ☆19Updated 3 years ago
• weitianxin / MACR
  [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System
  ☆76Updated 3 years ago
• WenjieWWJ / DecRS
  Deconfounded Recommendation for Alleviating Bias Amplification
  ☆45Updated 3 years ago
• zyang1580 / PDA
  This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…
  ☆104Updated last year
• guosyjlu / MRDR-DL
  TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21
  ☆25Updated last year
• JingsenZhang / Recbole-Debias
  RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.
  ☆40Updated 2 years ago
• tsinghua-fib-lab / Causal-Recommender-Systems
  An index of causal inference based recommendation algorithms (TOIS).
  ☆58Updated last year
• REASONER2023 / reasoner2023.github.io
  ☆61Updated last year
• dingjingtao / SRNS
  Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"
  ☆35Updated 2 years ago
• yixinwang / causal-recsys-public
  ☆46Updated 3 years ago
• waterhorse1 / MELU_pytorch
  An unofficial pytorch implementation of MELU
  ☆45Updated 8 months ago
• THUwangcy / DirectAU
  KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
  ☆67Updated 2 years ago
• DongHande / AutoDebias
  This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.
  ☆107Updated 2 years ago
• fuyuanlyu / OptFS
  This repository contains PyTorch implemenation of WWW 2023 research paper: Optimizing Feature Set for Click-through Rate Prediction.
  ☆10Updated last year
• ACMRecSys / recsys-datasets
  A link to repositories with datasets useful for recommendation tasks
  ☆19Updated last year
• Qcactus / CPR
  TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)
  ☆43Updated last year
• YChen1993 / CoSeRec
  Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
  ☆82Updated 2 years ago
• ChuXiaokai / baidu_ultr_dataset
  an unbias-learning-to-rank dataset of Baidu
  ☆64Updated 8 months ago
• hamedrab / FOREC
  The implementation of our CIKM 2021 paper titled as: "Cross-Market Product Recommendation"
  ☆19Updated 3 years ago
• yuan-pku / Distilling-Structured-Knowledge-into-Embeddings-for-Explainable-and-Accurate-Recommendation
  ☆16Updated 5 years ago
• RecFlow-ICLR / RecFlow
  ☆45Updated 6 months ago
• Zziwei / Heater--Cold-Start-Recommendation
  Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation
  ☆42Updated 4 years ago
• TobyGE / FCPO
  code for ‘Towards Long-term Fairness in Recommendation’
  ☆23Updated last year
• rutgerswiselab / user-fairness
  User-oriented Fairness in Recommendation
  ☆28Updated 3 years ago
• haoxuanli-pku / WWW23-Balancing-Unobserved-Confounding
  ☆9Updated 10 months ago
• chongminggao / KuaiRand
  An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos
  ☆85Updated 3 months ago