JackHCC / Awesome-Uplift-ModelView external linksLinks
🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】
☆150Mar 25, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Uplift-Model
Users that are interested in Awesome-Uplift-Model are comparing it to the libraries listed below
Sorting:
- Experiments codes for SIGKDD '23 paper "Explicit Feature Interaction-aware Uplift Network for Online Marketing"☆87Jul 31, 2024Updated last year
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆107Dec 27, 2023Updated 2 years ago
- pytorch implementation of dragonnet☆47Sep 29, 2022Updated 3 years ago
- ☆24Aug 30, 2021Updated 4 years ago
- ☆10Jun 5, 2021Updated 4 years ago
- European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"☆14Feb 20, 2024Updated last year
- uplift modeling in scikit-learn style in python☆794Oct 21, 2023Updated 2 years ago
- KDD淘宝长尾推荐见https://tianchi.aliyun.com/competition/entrance/231785/information☆11Jul 2, 2020Updated 5 years ago
- An index of algorithms for learning causality with data☆3,242Jan 22, 2025Updated last year
- code for "Addressing Exposure Bias in Uplift Modeling forLarge-scale Online Advertising"☆38Feb 11, 2022Updated 4 years ago
- Deep Learning Models for AKI Prediction on MIMIC-III and eICU database☆11Nov 7, 2019Updated 6 years ago
- Reinforcement Learning for Uplift Modeling☆13Mar 13, 2021Updated 4 years ago
- A framework and specification language for simulating data based on graphical models☆19May 2, 2025Updated 9 months ago
- ☆29Feb 11, 2021Updated 5 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆139Dec 22, 2020Updated 5 years ago
- 基于wide deep模型的CTR预估，从训练到部署☆18Jun 24, 2019Updated 6 years ago
- Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causa…☆19May 22, 2022Updated 3 years ago
- Graph transport network (GTN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, an …☆15Apr 26, 2023Updated 2 years ago
- 可部署的相似度模型 deployable similarity model☆17Oct 27, 2022Updated 3 years ago
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 2 years ago
- A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference…☆128May 1, 2024Updated last year
- Rankability Enhanced Revenue Uplift Modeling Framework for Online Marketing (KDD 2024)☆19May 24, 2024Updated last year
- This repository contains setup instructions and the notebooks for the AI in drug discovery workshops☆19Mar 1, 2023Updated 2 years ago
- ☆28May 22, 2025Updated 8 months ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆933Nov 15, 2019Updated 6 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆72Apr 26, 2025Updated 9 months ago
- 人人都能看懂的轻量级解决方案☆16Jul 10, 2020Updated 5 years ago
- 搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）☆4,255Updated this week
- ☆25Nov 6, 2025Updated 3 months ago
- A Causal AI package for causal graphs.☆61Jan 20, 2026Updated 3 weeks ago
- Matlab实现的一些数学基础算法(Some mathematical basic algorithms implemented by Matlab)☆15Jun 29, 2021Updated 4 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆22Nov 10, 2023Updated 2 years ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆20May 28, 2023Updated 2 years ago
- 📚 A collection of awesome Causality in ST data papers.☆43Feb 3, 2026Updated last week
- 存放推荐算法相关代码、文档、资料☆259Dec 24, 2020Updated 5 years ago
- 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.☆2,059Dec 4, 2025Updated 2 months ago
- [ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effe…☆93Sep 11, 2022Updated 3 years ago
- Finance and Investment Info Spider Collections - 投融资信息爬虫集合☆22May 6, 2019Updated 6 years ago
- BITES: Balanced Individual Treatment Effect for Survival data☆19Jul 24, 2023Updated 2 years ago