crunchiness / lerndLinks
Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
☆26Updated 2 years ago
Alternatives and similar repositories for lernd
Users that are interested in lernd are comparing it to the libraries listed below
Sorting:
- ☆15Updated 6 years ago
- Symbolic Reinforcement Learning using Inductive Logic Programming☆62Updated 2 years ago
- ☆19Updated 2 years ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆51Updated 2 months ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated last year
- Probabilistic programming system for fast and exact symbolic inference☆82Updated last year
- ☆10Updated 4 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- Massively Parallel and Asynchronous Architecture for Logic-based AI☆43Updated 2 years ago
- The Python PSDD Package☆19Updated 4 months ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆16Updated 9 months ago
- Language-annotated Abstraction and Reasoning Corpus☆95Updated 2 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆30Updated last year
- ☆81Updated 4 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆51Updated 2 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆49Updated 7 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆22Updated 2 years ago
- ☆53Updated 2 years ago
- ☆48Updated 2 years ago
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Updated 4 years ago
- Python package for Sentential Decision Diagrams (SDD)☆67Updated last week
- The Energy Transformer block, in JAX☆61Updated last year
- Combining Symbolic and Function Evaluation Expressions In Neural Programs☆34Updated 5 years ago
- Library for running a Monte Carlo tree search, either traditionally or with expert policies☆126Updated last year
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated 2 years ago
- ☆23Updated last year
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆42Updated 5 years ago
- Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)☆50Updated 5 months ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆52Updated 4 years ago
- Experimentation framework for Popper☆23Updated 3 months ago