EconML/CausalML KDD 2021 Tutorial
☆167Aug 23, 2023Updated 2 years ago
Alternatives and similar repositories for kdd2021-tutorial
Users that are interested in kdd2021-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆356Apr 15, 2026Updated last month
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆34May 18, 2020Updated 6 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,841Updated this week
- ☆11Jun 5, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An index of algorithms for learning causality with data☆3,262Jan 22, 2025Updated last year
- Must-read papers and resources related to causal inference and machine (deep) learning☆752Nov 23, 2022Updated 3 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,349Jan 8, 2022Updated 4 years ago
- DoWhy 스터디 Gitbook☆10Feb 12, 2023Updated 3 years ago
- ☆47Apr 8, 2022Updated 4 years ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆798Dec 1, 2025Updated 5 months ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Aug 2, 2021Updated 4 years ago
- Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure☆932Mar 16, 2026Updated 2 months ago
- ☆38Sep 13, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 因果推理&AB实验相关论文小书库☆250Mar 12, 2023Updated 3 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- 캐글 컴피티션 코드 정리 팁☆10Oct 10, 2019Updated 6 years ago
- ☆221Dec 17, 2025Updated 5 months ago
- Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Le…☆12Jan 4, 2022Updated 4 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆429Jun 28, 2025Updated 10 months ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆160Jun 17, 2021Updated 4 years ago
- ☆15Dec 14, 2020Updated 5 years ago
- Synthetic difference in differences for Python☆88Apr 4, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,354Apr 8, 2026Updated last month
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- A Python package for modular causal inference analysis and model evaluations☆814May 7, 2026Updated 2 weeks ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,116Updated this week
- Code for RecSys'19 paper: Leveraging Post-click Feedback for Content Recommendations☆15Jul 28, 2021Updated 4 years ago
- ☆30Nov 15, 2018Updated 7 years ago
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆13Apr 4, 2021Updated 5 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ WSDM '22 ] On Sampling Collaborative Filtering Datasets☆20Jan 13, 2022Updated 4 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- Causal Inference in Python☆577Jun 21, 2025Updated 11 months ago
- ☆296Apr 3, 2022Updated 4 years ago
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆31Oct 14, 2020Updated 5 years ago
- Group of most downloaded datasets extracted from https://www.openml.org☆14Mar 6, 2026Updated 2 months ago