An index of causal inference based recommendation algorithms (TOIS).
☆65Mar 5, 2024Updated 2 years ago
Alternatives and similar repositories for Causal-Recommender-Systems
Users that are interested in Causal-Recommender-Systems are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆22Jun 15, 2023Updated 2 years ago
- A collection of research works about causal inference for recommender systems, including papers and code.☆35Dec 7, 2024Updated last year
- The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)☆18Oct 15, 2022Updated 3 years ago
- ☆47Apr 8, 2022Updated 3 years ago
- ☆33Dec 31, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A counterfactual collaborative session-based recommender system. WWW'23.☆10Nov 10, 2023Updated 2 years ago
- The official implementation for WWW 2022 paper "A Model-Agnostic Causal Learning Framework for Recommendation using Search Data"☆31Jan 19, 2023Updated 3 years ago
- Causal Representation Learning for Out-of-Distribution Recommendation (WWW'22)☆19Dec 26, 2023Updated 2 years ago
- Deconfounded Recommendation for Alleviating Bias Amplification☆46Jun 12, 2021Updated 4 years ago
- A Pytorch implementation of Collaborative Metric Learning (CML)☆11Oct 13, 2020Updated 5 years ago
- Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue☆25May 16, 2022Updated 3 years ago
- A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation (TOIS 2022)☆12Jan 21, 2022Updated 4 years ago
- ☆12Apr 16, 2024Updated last year
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆64Sep 3, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.☆16May 3, 2022Updated 3 years ago
- The code and documentation for geo-contextual multitask embedding learner☆28Jun 4, 2021Updated 4 years ago
- This is the official implementation for the paper: "CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System"☆79Jan 2, 2024Updated 2 years ago
- data process service☆14Sep 3, 2022Updated 3 years ago
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Sep 16, 2022Updated 3 years ago
- This repository collects debiasing methods for recommendation☆461Feb 19, 2024Updated 2 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆77Sep 3, 2021Updated 4 years ago
- Learning to Prescribe☆18Feb 22, 2025Updated last year
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆157Jun 4, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆18Mar 25, 2024Updated 2 years ago
- ☆11Feb 20, 2021Updated 5 years ago
- Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)☆20Mar 11, 2022Updated 4 years ago
- ☆20May 22, 2023Updated 2 years ago
- TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21☆26Jun 22, 2023Updated 2 years ago
- This is the code for the Paper: Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation☆14Apr 6, 2022Updated 3 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆107Jun 15, 2023Updated 2 years ago
- An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)☆1,074Dec 17, 2022Updated 3 years ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆17Aug 1, 2021Updated 4 years ago
- ☆26Jan 14, 2021Updated 5 years ago
- ☆281Aug 12, 2025Updated 7 months ago
- An implementation of vConv layer.☆11Apr 28, 2021Updated 4 years ago
- Pytorch Implementation of DeepLGR, ECML-PKDD-20☆10Jul 29, 2020Updated 5 years ago
- ☆12Jun 1, 2021Updated 4 years ago
- Official repo of Future-aware Diverse Trends Framework for Recommendation☆11Jul 22, 2022Updated 3 years ago