sa-and / CausalPlaygroundLinks
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.
☆14Updated last year
Alternatives and similar repositories for CausalPlayground
Users that are interested in CausalPlayground are comparing it to the libraries listed below
Sorting:
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆27Updated 2 years ago
- Deep relational learning through differentiable logic programming.☆106Updated this week
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆50Updated 2 years ago
- Causing: CAUsal INterpretation using Graphs☆58Updated 2 months ago
- Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019☆12Updated 6 years ago
- "Answering queries over Knowledge Graphs with Graph Convolutional Networks" @ ICLR 2020 Workshop on Graph Representation Learning☆15Updated 5 years ago
- Scalable and fast non-redundant rule application for link prediction☆46Updated 11 months ago
- GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition☆31Updated 3 years ago
- An easier approach to using and understanding ML models☆23Updated 3 months ago
- Relevant code for the "Show Your Work" paper, EMNLP 2019.☆18Updated 5 years ago
- Tutorial and hands-on notebook on using the Knowledge Graph Toolkit (KGTK)☆80Updated 3 years ago
- A python package for modeling, persisting and visualizing causal graphs embedded in knowledge graphs.☆56Updated last year
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated last year
- Conditional Theorem Proving☆53Updated 4 years ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Updated 3 years ago
- Various examples to showcase the functionality of PSL.☆62Updated last year
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆20Updated 2 years ago
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Updated 4 years ago
- ☆18Updated 4 years ago
- A Large Semantic Knowledge Graph from Wikipedia Categories and Listings☆27Updated 2 years ago
- ☆10Updated last year
- Using pretrained language models for biomedical knowledge graph completion.☆47Updated 3 years ago
- Weakly Supervised Text-to-SQL Parsing through Question Decomposition☆22Updated last year
- Knowledge Base Embedding By Cooperative Knowledge Distillation☆67Updated 2 years ago
- Hyperbolic PCA via Horospherical Projections☆73Updated 2 years ago
- MinScIE is an Open Information Extraction system which provides structured knowledge enriched with semantic information about citations.☆15Updated 6 years ago
- Python package for the paper "Inductive Document Network Embedding with Topic-Word Attention" (https://arxiv.org/pdf/2001.03369.pdf)☆17Updated 2 years ago
- Embed arbitrary graphs in Hyperbolic space☆74Updated 3 years ago
- ☆40Updated this week
- Bayesian Assessment of Hypotheses☆24Updated 2 years ago