This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).
☆22Sep 5, 2024Updated last year
Alternatives and similar repositories for nl-causal-representations
Users that are interested in nl-causal-representations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lorentzian Distance Learning for Hyperbolic Representations: Retrieval experiments☆13May 28, 2019Updated 7 years ago
- Code for Hidden Markov Nonlinear ICA☆24Oct 22, 2021Updated 4 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated 2 years ago
- Benchmark study of quality and faithfulness of counterfactual image generation☆31Apr 30, 2025Updated last year
- dcEmb, the Embecosm Dynamic Causal Modelling library☆13Aug 26, 2024Updated last year
- 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.
- Code for NeurIPS 2024 paper: "Noether's razor: Learning Conserved Quantities" by Tycho F. A. van der Ouderaa, Mark van der Wilk, Pim de H…☆10Oct 12, 2024Updated last year
- ☆12Aug 19, 2025Updated 10 months ago
- ☆10Mar 24, 2025Updated last year
- ☆20Oct 3, 2024Updated last year
- ☆13Aug 19, 2024Updated last year
- ☆69Jul 21, 2023Updated 2 years ago
- ☆19Mar 13, 2026Updated 3 months ago
- ☆24Dec 11, 2024Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆13Jan 26, 2025Updated last year
- 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.
- Implementations of growing and pruning in neural networks☆22Jul 26, 2023Updated 2 years ago
- ☆24Dec 11, 2021Updated 4 years ago
- ☆10Jan 12, 2024Updated 2 years ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆32Jun 29, 2026Updated last week
- A python sdk for LLM finetuning and inference on runpod infrastructure☆30May 12, 2026Updated last month
- A series of models applying memory augmented neural networks to machine translation☆15May 3, 2018Updated 8 years ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆32Dec 3, 2025Updated 7 months ago
- Share easily file / folder over local network☆11Jan 26, 2026Updated 5 months ago
- ☆32Jul 8, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆36Sep 23, 2025Updated 9 months ago
- A benchmark for mechanistic discovery of circuits in Transformers☆17Dec 15, 2024Updated last year
- A Python module for detecting, analysing and visualising persistent homological features of complex networks☆32May 24, 2021Updated 5 years ago
- ☆14Mar 9, 2023Updated 3 years ago
- NeurIPS 2020 Spotlight Paper☆13Dec 20, 2021Updated 4 years ago
- A library for mechanistic anomaly detection☆22Jan 9, 2025Updated last year
- A differentiable implementation of kernel density estimation in PyTorch.☆21Nov 5, 2025Updated 8 months ago
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆32Mar 4, 2026Updated 4 months ago
- [ICDMW 2020] Code and dataset for "DGTN: Dual-channel Graph Transition Network for Session-based Recommendation"☆30Jun 18, 2021Updated 5 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.
- Embedding graphs in symmetric spaces☆30Sep 30, 2021Updated 4 years ago
- Neural network decoder for large distance toric code☆13Oct 25, 2019Updated 6 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- Bicycle: Intervention-Based Causal Discovery with Cycles☆37Jun 3, 2025Updated last year
- ☆24Jul 25, 2024Updated last year
- Code for Fooling Contrastive Language-Image Pre-trainined Models with CLIPMasterPrints☆15Jan 25, 2026Updated 5 months ago
- Programmatically control ROS Bag files.☆13Sep 5, 2017Updated 8 years ago