joschout / RelationalDatasetsLinks
A largely incomplete but hopefully useful list of links to datasets for relational learning and inductive logic programming. No guarantees on availability.
☆51Updated 5 years ago
Alternatives and similar repositories for RelationalDatasets
Users that are interested in RelationalDatasets are comparing it to the libraries listed below
Sorting:
- Deep Learning and Logical Reasoning from Data and Knowledge☆312Updated 9 months ago
- BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.☆32Updated last year
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆255Updated last year
- Deep relational learning through differentiable logic programming.☆108Updated 3 weeks ago
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆282Updated last year
- Various examples to showcase the functionality of PSL.☆62Updated last year
- Conditional Theorem Proving☆53Updated 4 years ago
- ☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.☆31Updated 2 years ago
- Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs☆97Updated 2 years ago
- Markov Logic Networks in Python☆138Updated 4 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆52Updated 4 years ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆280Updated this week
- RuDaS: Synthetic Datasets for Rule Learning☆19Updated 3 years ago
- Neuro-symbolic approaches to reasoning problems from abstract argumentation☆23Updated 2 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆124Updated 11 months ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆51Updated 2 years ago
- Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings☆207Updated 4 years ago
- The MacGraph network. An attempt to get MACnets running on graph knowledge☆116Updated 6 years ago
- A collection of resources on the topic of Complex Logical Query Answering☆177Updated last year
- XAI framework for interpreting Link Predictions on Knowledge Graphs☆43Updated 7 months ago
- Neuro-Symbolic AI Toolkit☆100Updated 2 years ago
- Rule Learning with Embedding Support☆25Updated 3 years ago
- End-to-End Differentiable Proving☆90Updated 6 years ago
- ☆146Updated 5 years ago
- Top-down induction of first-order logical decision trees: master AI thesis implementation☆26Updated 4 years ago
- RelNN is a novel first-order deep neural model for relational learning.☆28Updated 7 years ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆143Updated 3 years ago
- ☆47Updated last year
- ☆32Updated 3 years ago
- Implementation for the Neural Logic Machines (NLM).☆290Updated 6 years ago