EconML/CausalML KDD 2021 Tutorial
☆171Aug 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…☆4,808Updated this week
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆359Apr 15, 2026Updated 5 months 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☆6,020Updated this week
- ☆11Jun 5, 2021Updated 5 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.
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆35May 18, 2020Updated 6 years ago
- An index of algorithms for learning causality with data☆3,290Updated this week
- 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☆1,356Jan 8, 2022Updated 4 years ago
- ☆47Apr 8, 2022Updated 4 years ago
- Materials Collection for Causal Inference☆49Apr 14, 2023Updated 3 years ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 3 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Aug 2, 2021Updated 5 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☆960Mar 16, 2026Updated 6 months 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.
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- ☆40Sep 13, 2025Updated last year
- 因果推理&AB实验相关论文小书库☆252Mar 12, 2023Updated 3 years 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
- ☆222Dec 17, 2025Updated 9 months ago
- Synthetic difference in differences for Python☆89Apr 4, 2024Updated 2 years ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆161Jun 17, 2021Updated 5 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆434Jun 28, 2025Updated last year
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,484Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆10Oct 31, 2022Updated 3 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- AutoML for causal inference.☆242Jul 19, 2026Updated 2 months ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,338Updated this week
- A Python package for modular causal inference analysis and model evaluations☆836May 26, 2026Updated 4 months ago
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,485Aug 31, 2026Updated last month
- Code for RecSys'19 paper: Leveraging Post-click Feedback for Content Recommendations☆15Jul 28, 2021Updated 5 years ago
- This repository contains the sample code to benchmark popular time series forecast algorithms using Gluonts in AWS Sagemaker Notebook Ins…☆13Jul 26, 2021Updated 5 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.
- A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.☆284Jan 5, 2026Updated 9 months ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- Code for our paper "Localizing Lying in Llama"☆15Apr 24, 2025Updated last year
- [ WSDM '22 ] On Sampling Collaborative Filtering Datasets☆20Jan 13, 2022Updated 4 years ago
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆13Apr 4, 2021Updated 5 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 4 years ago
- ☆299Apr 3, 2022Updated 4 years ago