因果推断相关论文、书籍
☆71Feb 18, 2021Updated 5 years ago
Alternatives and similar repositories for causal-inference-books
Users that are interested in causal-inference-books are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- BCORLE( λ ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market☆12Apr 5, 2022Updated 4 years ago
- Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。☆142Oct 13, 2020Updated 6 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☆968Mar 16, 2026Updated 7 months ago
- Deconfounded Recommendation for Alleviating Bias Amplification☆46Jun 12, 2021Updated 5 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Jul 10, 2024Updated 2 years 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.
- 程序化A股 交易工具☆10Mar 8, 2020Updated 6 years ago
- ☆11Mar 19, 2022Updated 4 years ago
- ☆11May 8, 2020Updated 6 years ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆27Dec 6, 2022Updated 3 years ago
- 微博转发量预测大赛第四名☆11Dec 19, 2021Updated 4 years ago
- SIGIR 2024, Session-based recommendation, Co-occurrence patterns of ID, Fine-grained preferences of Modality, Disentanglement learning.☆23Sep 5, 2024Updated 2 years ago
- ☆11Jan 8, 2022Updated 4 years ago
- Code for "Learning End-to-End Patient Representations through Self-Supervised Covariate Balancing for Causal Treatment Effect Estimation"☆24Apr 27, 2023Updated 3 years ago
- 因果推断虚构案例, 演示 standardizing 和 IP weighting 两种方法☆16Feb 13, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ML Training Pipeline for Otto RecSys Competition (top 6% solution)☆15Feb 8, 2023Updated 3 years ago
- ☆10May 11, 2017Updated 9 years ago
- Leetcode and other coding challenges solved in Python, C++ and Go.☆12Sep 15, 2023Updated 3 years ago
- This is the official repository for the ICLR 2023 paper Causal Balancing for Domain Generalization☆13May 17, 2023Updated 3 years ago
- [ICML25] M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality☆13Nov 24, 2025Updated 11 months ago
- DyCause is a root cause analysis method for the microservice system failures.☆43Dec 10, 2021Updated 4 years ago
- ☆10Sep 16, 2021Updated 5 years ago
- An index of causal inference based recommendation algorithms (TOIS).☆67Mar 5, 2024Updated 2 years ago
- Rossmann Store Sales: https://www.kaggle.com/c/rossmann-store-sales☆10May 13, 2018Updated 8 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.
- Final project for the class "Deep Learning Systems Algorithms and Implementation" from CMU, where we try to make needle work with Apple M…☆10Jan 8, 2023Updated 3 years ago
- Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)☆20Mar 11, 2022Updated 4 years ago
- 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系sc…☆30Nov 8, 2018Updated 7 years ago
- Generating jokes with a sequence-to-sequence model.☆12Oct 28, 2022Updated 4 years ago
- Automatic missing value imputation using random forests☆14Aug 19, 2015Updated 11 years ago
- 对于王树森老师《小红书推荐系统公开课》的复现☆13May 17, 2025Updated last year
- Training of boolean logic models of signalling networks using prior knowledge networks and perturbation data.☆15Nov 24, 2025Updated 11 months ago
- Official PyTorch implementation of "EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders"☆14Sep 20, 2024Updated 2 years ago
- 2022 WAIC 黑客松蚂蚁财富赛道：AntSQL大规模金融语义解析中文Text-to-SQL挑战赛 一位萌新的代码 嘻嘻嘻☆15Mar 11, 2023Updated 3 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.
- Overview of published generative models that produce molecules☆15Jan 16, 2020Updated 6 years ago
- A GUI tool for easy and smooth visualisation and analysis of Spatial Transcriptomics datasets☆11Mar 4, 2025Updated last year
- 知识表示和推理项目，收集知识表示和推理算法，部分算法给出了应用案例。☆13Apr 26, 2022Updated 4 years ago
- A collection of my own homework codes, mainly from School of Artificial Intelligence, NJU.☆13May 25, 2021Updated 5 years ago
- 计算两文档间文本相似性指标☆13May 5, 2023Updated 3 years ago
- Local Generative Surrogate Optimisation algorithm☆12Oct 21, 2020Updated 6 years ago
- ☆19Dec 25, 2021Updated 4 years ago