EconML/CausalML KDD 2021 Tutorial
☆170Aug 23, 2023Updated 3 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:
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,775Updated this week
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆358Apr 15, 2026Updated 4 months ago
- resources for career development in data science☆16Jun 24, 2020Updated 6 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 3 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,978Aug 20, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆11Jun 5, 2021Updated 5 years ago
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆34May 18, 2020Updated 6 years ago
- An index of algorithms for learning causality with data☆3,280Jan 22, 2025Updated last year
- DoWhy 스터디 Gitbook☆10Feb 12, 2023Updated 3 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆751Nov 23, 2022Updated 3 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,354Jan 8, 2022Updated 4 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☆808Dec 1, 2025Updated 8 months 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☆954Mar 16, 2026Updated 5 months 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.
- A collection of different PyTorch wrappers for training neural networks and reinforcement algorithms☆13Dec 15, 2022Updated 3 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- 因果推理&AB实验相关论文小书库☆251Mar 12, 2023Updated 3 years ago
- ☆39Sep 13, 2025Updated 11 months ago
- ☆221Dec 17, 2025Updated 8 months ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆161Jun 17, 2021Updated 5 years ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,444Jul 8, 2026Updated last month
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,292Updated this week
- A Python package for modular causal inference analysis and model evaluations☆834May 26, 2026Updated 3 months ago
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,477Aug 10, 2026Updated 2 weeks ago
- Code for RecSys'19 paper: Leveraging Post-click Feedback for Content Recommendations☆15Jul 28, 2021Updated 5 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- ☆30Nov 15, 2018Updated 7 years ago
- [ 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 4 years ago
- ☆298Apr 3, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Causal Inference in Python☆578Jun 21, 2025Updated last year
- Дипломная работа бакалавра / Bachelor thesis☆10Sep 11, 2015Updated 10 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
- https://sites.google.com/cornell.edu/recsys2021tutorial☆59Mar 21, 2022Updated 4 years ago
- Resources for Data Science Process management☆206Nov 8, 2019Updated 6 years ago
- ☆42Jul 28, 2021Updated 5 years ago
- causal-falsify: A Python library with algorithms for falsifying the unconfoundedness assumption in a composite dataset from multiple sour…☆41Mar 6, 2026Updated 5 months ago