An awesome list of Causality and Machine Learning related papers, books and other resources.
☆12Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Causal-Discovery
Users that are interested in Awesome-Causal-Discovery are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A meticulously curated collection of cutting-edge research, frameworks, and methodologies in Causal Artificial Intelligence.☆18May 13, 2026Updated 5 months ago
- Code for the causal benchmark library☆13Mar 11, 2025Updated last year
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆15May 30, 2025Updated last year
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆19Jan 23, 2024Updated 2 years ago
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记☆20Feb 18, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆19Oct 30, 2026Updated last week
- ☆49Oct 22, 2024Updated 2 years ago
- Stable Differentiable Causal Discovery (SDCD)☆27Jun 17, 2024Updated 2 years ago
- ☆10Sep 7, 2022Updated 4 years ago
- ☆31May 22, 2025Updated last year
- Sensitivity analysis tools for causal ML☆20Oct 23, 2026Updated 2 weeks ago
- CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the p…☆12Jun 14, 2023Updated 3 years ago
- Used LSTM and Graph Attention Mechanism to detect the causal relationship in a sentence☆12May 14, 2023Updated 3 years ago
- Causal discovery algorithms and tools for implementing new ones☆253Jul 22, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Run DeepSeek V4-Flash (~100B MoE) on a 48GB Apple Silicon Mac via SSD expert-streaming — a custom MLX offload engine. ~4.5-5 tok/s.☆10Jul 4, 2026Updated 4 months ago
- 西瓜视频下载☆15Apr 30, 2024Updated 2 years ago
- ☆14Mar 28, 2024Updated 2 years ago
- ☆10Aug 5, 2025Updated last year
- Pile Deduplication Code☆18May 15, 2023Updated 3 years ago
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- CULiNGAM accelerates LiNGAM analysis on GPUs.☆10Mar 8, 2024Updated 2 years ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆75Aug 8, 2024Updated 2 years ago
- This course is an overview of applied causal inference.☆62May 26, 2025Updated last year
- 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.
- Efficiently learn graphs with a Differentiable Adjacency Test (DAT).☆11Jun 17, 2024Updated 2 years ago
- A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).☆17Jan 12, 2022Updated 4 years ago
- ☆11Sep 28, 2025Updated last year
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- Towards Federated Bayesian Network Structure Learning with Continuous Optimization☆12May 1, 2022Updated 4 years ago
- Run Qwen Flash Next on a Mac Mini m5 64GB box☆18Oct 24, 2026Updated 2 weeks ago
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆14Aug 27, 2026Updated 2 months ago
- An ecosystem of knowledge driven tools for the transformation of scientific data into a medical knowledge graph☆11Sep 17, 2022Updated 4 years ago
- ☆12Oct 12, 2021Updated 5 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.
- Website for our tutorial: Causal Discovery from Temporal Data☆10Aug 14, 2023Updated 3 years ago
- ☆20Oct 27, 2025Updated last year
- Code for the paper: Causal Action Influence Aware Counterfactual Data Augmentation @ICML2024☆14Jul 19, 2024Updated 2 years ago
- Towards Automated Causal Discovery☆10Aug 20, 2024Updated 2 years ago
- European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"☆13Feb 20, 2024Updated 2 years ago
- Benchmarking the new Neural Accelerator hardware of A19 chips☆17Oct 19, 2025Updated last year
- HST.953 Workshop: Using MIMIC/eICU I/O and Medication Data☆14Oct 12, 2018Updated 8 years ago