sa-and / CausalPlayground
The CausalPlayground library serves as a tool for causality research, focusing on the interactive exploration of structural causal models (SCMs). It provides extensive functionality for creating, manipulating and sampling SCMs, seamlessly integrating them with the Gymnasium framework.
☆13Updated 9 months ago
Alternatives and similar repositories for CausalPlayground:
Users that are interested in CausalPlayground are comparing it to the libraries listed below
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆25Updated 2 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆48Updated last year
- Tutorial and hands-on notebook on using the Knowledge Graph Toolkit (KGTK)☆78Updated 2 years ago
- Deep relational learning through differentiable logic programming.☆102Updated 7 months ago
- ☆18Updated 3 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆50Updated 7 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆20Updated last year
- A python package for modeling, persisting and visualizing causal graphs embedded in knowledge graphs.☆50Updated last year
- Code for the paper "Query Embedding on Hyper-relational Knowledge Graphs"☆31Updated 9 months ago
- 🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings☆25Updated 10 months ago
- mOWL: Machine Learning library with Ontologies☆63Updated last month
- This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (partic…☆17Updated 6 months ago
- A very simple library for exploiting graph-of-words in NLP☆12Updated 3 years ago
- Causing: CAUsal INterpretation using Graphs☆56Updated 2 months ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆58Updated 11 months ago
- Using pretrained language models for biomedical knowledge graph completion.☆46Updated 3 years ago
- Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs☆10Updated 3 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆80Updated 2 months ago
- Neural Markov Logic Networks☆11Updated 3 years ago
- Language Models as Hierarchy Encoders☆22Updated 2 weeks ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆13Updated last year
- Instance Neighbouring by using Knowledge☆16Updated 5 months ago
- A Large Semantic Knowledge Graph from Wikipedia Categories and Listings☆26Updated last year
- Hardware-agnostic Framework for Large-scale Knowledge Graph Embeddings☆50Updated this week
- Code for "R-GCN: The R Could Stand for Random"☆37Updated last year
- ☆24Updated 9 months ago
- OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.☆95Updated last year
- ☆43Updated last year