lab-v2 / pyreason
An explainable inference software supporting annotated, real valued, graph based and temporal logic
☆208Updated last week
Alternatives and similar repositories for pyreason:
Users that are interested in pyreason are comparing it to the libraries listed below
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆222Updated 7 months ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆102Updated 5 months ago
- An inductive logic programming system☆217Updated last month
- Deep relational learning through differentiable logic programming.☆102Updated 7 months ago
- ☆36Updated 4 months ago
- Framework and Language for Neurosymbolic Programming.☆241Updated 2 months ago
- ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.☆332Updated 4 months ago
- Python notebooks for a tutorial on neurosymbolic programming☆66Updated 10 months ago
- PyNeuraLogic lets you use Python to create Differentiable Logic Programs☆288Updated this week
- Deep Learning and Logical Reasoning from Data and Knowledge☆289Updated 3 months ago
- ☆19Updated last month
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆251Updated last year
- Python library that enables using prolog syntax and logic programming in python☆121Updated 2 years ago
- Neuro-Symbolic AI Toolkit☆85Updated last year
- Python interface for SWI-Prolog☆45Updated last month
- ☆62Updated 3 years ago
- A domain-specific probabilistic programming language for modeling and inference with language models☆118Updated last year
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆265Updated 6 months ago
- ☆26Updated last year
- ☆203Updated last year
- An OpenAI wrapper for PyReason to use in a Grid World reinforcement learning setting☆30Updated last year
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆88Updated last year
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆41Updated last year
- Probabilistic programming with HuggingFace language models☆102Updated this week
- Experimentation framework for Popper☆21Updated 10 months ago
- Materials for ConceptARC paper☆89Updated 4 months ago
- ☆27Updated last year
- A Hierarchical Task Network planner utilizing LLMs like OpenAI's GPT-4 to create complex plans from natural language that can be converte…☆64Updated last year
- Discovering Data-driven Hypotheses in the Wild☆63Updated 3 months ago
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆61Updated last year