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
Sorting:
- ☆12Aug 19, 2025Updated 6 months ago
- Lorentzian Distance Learning for Hyperbolic Representations: Retrieval experiments☆13May 28, 2019Updated 6 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated last year
- ☆17Mar 2, 2023Updated 3 years ago
- Python wrapper for the DPMMSubClusterStreaming.jl Julia package.☆14Sep 9, 2022Updated 3 years ago
- This code provide the CANM algorithim for causal discovery. Please cite "Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao. Cau…☆16May 30, 2019Updated 6 years ago
- ☆20Oct 3, 2024Updated last year
- Implementations of growing and pruning in neural networks☆22Jul 26, 2023Updated 2 years ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆31Dec 3, 2025Updated 3 months ago
- Code for the paper LaM-SLidE - Latent Space Modeling of Spatial Dynamical Systems via Linked Entities☆26May 23, 2025Updated 9 months ago
- ☆19Jan 12, 2024Updated 2 years ago
- ☆24Dec 11, 2021Updated 4 years ago
- Code for Hidden Markov Nonlinear ICA☆24Oct 22, 2021Updated 4 years ago
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆29Updated this week
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Aug 13, 2024Updated last year
- ☆53Jul 23, 2024Updated last year
- A Python module for detecting, analysing and visualising persistent homological features of complex networks☆32May 24, 2021Updated 4 years ago
- Embedding graphs in symmetric spaces☆30Sep 30, 2021Updated 4 years ago
- ☆67Jul 21, 2023Updated 2 years ago
- Benchmark study of quality and faithfulness of counterfactual image generation☆30Apr 30, 2025Updated 10 months ago
- ☆33Jul 8, 2018Updated 7 years ago
- ☆38May 23, 2025Updated 9 months ago
- This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.☆36Feb 13, 2023Updated 3 years ago
- Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021.☆33Mar 25, 2025Updated 11 months ago
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆43Jan 30, 2023Updated 3 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Jun 11, 2020Updated 5 years ago
- Dataset corresponding to the paper: "Form2Seq : A Framework for Higher-Order Form Structure Extraction"☆10Feb 17, 2021Updated 5 years ago
- ☆12Mar 13, 2025Updated 11 months ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Nov 29, 2024Updated last year
- On the Role of Sparsity and DAG Constraints for Learning Linear DAGs☆34Jun 23, 2021Updated 4 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆85Dec 20, 2024Updated last year
- Pytorch implementation for the paper: Adversarial alignment and graph fusion via information bottleneck for multimodal emotion recognitio…☆15Sep 19, 2024Updated last year
- A collection of handy tools such as adding Key & BPM to your music library☆15Mar 8, 2023Updated 3 years ago
- Feel the Vibes☆13Feb 26, 2025Updated last year
- an unofficial Georgia Tech theme for JupyterLab☆10Jun 29, 2021Updated 4 years ago
- ☆12Apr 9, 2025Updated 11 months ago
- ☆10Dec 17, 2019Updated 6 years ago
- Source code accompanying the NeurIPS 2022 paper "Learning Partial Equivariances From Data"☆10Nov 18, 2022Updated 3 years ago
- hierarchical core-periphery structure☆10Jul 21, 2023Updated 2 years ago