rfeinman / GNS-ModelingLinks
Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)
☆27Updated 4 years ago
Alternatives and similar repositories for GNS-Modeling
Users that are interested in GNS-Modeling are comparing it to the libraries listed below
Sorting:
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆72Updated 3 years ago
- ☆10Updated 4 years ago
- ☆54Updated 3 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 5 years ago
- Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…☆17Updated 3 years ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆52Updated 3 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆20Updated 2 years ago
- Learning Perceptual Inference by Contrasting☆27Updated 3 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31Updated 5 years ago
- Code for NeurIPS 2019 paper: "Symmetry-Based Disentangled Representation Learning requires Interaction with Environments" by H. Caselles-…☆35Updated 5 years ago
- ☆80Updated last year
- A public repository for "Write, Execute, Assess: Program Synthesis With a REPL" project by Kevin Ellis, Max Nye, Yewen Pu, Felix Sosa, Jo…☆38Updated 5 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆54Updated 11 months ago
- A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind☆38Updated 2 years ago
- EfficientMORL (ICML'21)☆21Updated 3 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated last year
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆63Updated last year
- Variational Reinforcement Learning☆16Updated 11 months ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution☆26Updated 4 years ago
- Self-attentive Associative Memory & SAM-based Two-Memory Model☆57Updated 3 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆68Updated 2 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆45Updated 2 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 2 years ago
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆12Updated 2 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆34Updated 5 years ago