Alternatives and similar repositories for awesome-books-for-causality:

Users that are interested in awesome-books-for-causality are comparing it to the libraries listed below

• HeYueThu / CausPref
  Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)
  ☆18Updated 3 years ago
• WenjieWWJ / Clickbait
  Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
  ☆26Updated 2 years ago
• dgliu / RecSys21_DIB
  Experiments codes for RecSys '21 paper "Mitigating Confounding Bias in Recommendation via Information Bottleneck"
  ☆19Updated 2 years ago
• cjx96 / CDRIB
  [ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
  ☆30Updated 2 years ago
• guosyjlu / MRDR-DL
  TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21
  ☆25Updated last year
• cjx96 / DisenCDR
  [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation
  ☆38Updated 2 years ago
• AIflowerQ / InvPref_KDD_2022
  KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation
  ☆22Updated 2 years ago
• newlei / FDA
  Improving Recommendation Fairness via Data Augmentation-WWW23
  ☆13Updated last year
• yaochenzhu / VBAE
  (TKDE'22) Official codes of "Collaborative variational bandwidth auto-encoder (VBAE) for recommender systems".
  ☆17Updated 2 years ago
• zyang1580 / PDA
  This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…
  ☆102Updated last year
• Linxyhaha / COR
  Causal Representation Learning for Out-of-Distribution Recommendation (WWW'22)
  ☆15Updated last year
• anzhang314 / InvCF
  Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)
  ☆20Updated last year
• 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
• yunqi-li / Personalized-Counterfactual-Fairness-in-Recommendation
  Code for paper "Personalized Counterfactual Fairness in Recommendation" (a.k.a. "Towards Personalized Fairness based on Causal Notion")
  ☆16Updated 3 years ago
• chrisjtan / counter
  Counterfactual Explainable Recommendation
  ☆47Updated 3 years ago
• weitianxin / MACR
  [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System
  ☆75Updated 3 years ago
• yixinwang / causal-recsys-public
  ☆46Updated 2 years ago
• WenjieWWJ / DecRS
  Deconfounded Recommendation for Alleviating Bias Amplification
  ☆45Updated 3 years ago
• THUwangcy / DirectAU
  KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
  ☆67Updated 2 years ago
• rutgerswiselab / user-fairness
  User-oriented Fairness in Recommendation
  ☆28Updated 3 years ago
• HKUDS / DCRec
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆57Updated last year
• WenjieWWJ / DenoisingRec
  Adaptive Denoising Training (ADT) for Recommendation.
  ☆70Updated 3 years ago
• zfan20 / STOSA
  WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"
  ☆56Updated 3 years ago
• gzy-rgb / CauseRec
  ☆32Updated 3 years ago
• TobyGE / FCPO
  code for ‘Towards Long-term Fairness in Recommendation’
  ☆23Updated last year
• fuyuanlyu / OptFS
  This repository contains PyTorch implemenation of WWW 2023 research paper: Optimizing Feature Set for Click-through Rate Prediction.
  ☆10Updated last year
• layer6ai-labs / HGCF
  Code for the WWW'21 paper "HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering"
  ☆51Updated 3 years ago
• tsinghua-fib-lab / Causal-Recommender-Systems
  An index of causal inference based recommendation algorithms (TOIS).
  ☆58Updated last year
• chenzhao-hfut / FairMI
  Fair Representation Learning for Recommendation: A Mutual Information-Based Perspective. AAAI, 2023.
  ☆12Updated 2 years ago
• ChangxinTian / RGCF
  [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".
  ☆16Updated 2 years ago