Alternatives and similar repositories for GNM

Users that are interested in GNM are comparing it to the libraries listed below

• rfeinman / GNS-Modeling
  Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)
  ☆27Updated 4 years ago
• addtt / object-centric-library
  Library for the training and evaluation of object-centric models (ICML 2022)
  ☆68Updated 2 years ago
• zhixuan-lin / G-SWM
  Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
  ☆37Updated 2 years ago
• e2crawfo / silot
  Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).
  ☆13Updated 2 years ago
• JindongJiang / SCALOR
  Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
  ☆49Updated last year
• phy-q / benchmark
  Phy-Q: A Testbed for Physical Reasoning
  ☆44Updated 11 months ago
• google-deepmind / dm_fast_mapping
  ☆54Updated 3 years ago
• ecker-lab / object-centric-representation-benchmark
  Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".
  ☆36Updated 3 years ago
• fabienbaradel / cophy
  "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020
  ☆34Updated 5 years ago
• zhixuan-lin / SPACE
  Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
  ☆104Updated last year
• jlko / STOVE
  Structured Object-Aware Physics Prediction for Video Modeling and Planning
  ☆32Updated 5 years ago
• wildphoton / Compositional-Generalization
  [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…
  ☆13Updated 2 years ago
• jcoreyes / OP3
  Entity Abstraction in Visual Model-Based Reinforcement Learning
  ☆57Updated 4 years ago
• yilundu / ebm_compositionality
  [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models
  ☆45Updated 2 years ago
• stelzner / monet
  An implementation of the MONet model for unsupervised scene decomposition in PyTorch
  ☆59Updated 3 years ago
• pemami4911 / EfficientMORL
  EfficientMORL (ICML'21)
  ☆21Updated 3 years ago
• vaibhavsaxena11 / cwvae
  Clockwork Variational Autoencoder
  ☆47Updated 4 years ago
• WellyZhang / ACRE
  ACRE: Abstract Causal REasoning Beyond Covariation
  ☆19Updated 3 years ago
• ahjwang / messenger-emma
  Implements the Messenger environment and EMMA model.
  ☆23Updated 2 years ago
• karthikncode / Grounded-RL-Transfer
  ☆13Updated 6 years ago
• agopal42 / permakey
  Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…
  ☆9Updated 6 months ago
• htdt / lwm
  Latent World Models For Intrinsically Motivated Exploration | Official repository
  ☆22Updated 4 years ago
• quasimetric-learning / torch-quasimetric
  PyTorch Package For Quasimetric Learning
  ☆42Updated 8 months ago
• orybkin / video-gcp
  Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"
  ☆44Updated 2 years ago
• addtt / attend-infer-repeat-pytorch
  Attend Infer Repeat (AIR) in PyTorch
  ☆21Updated 11 months ago
• joelouismarino / variational_rl
  Variational Reinforcement Learning
  ☆16Updated 11 months ago
• WellyZhang / PrAE
  Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
  ☆26Updated 4 years ago
• astanic / crafter-ood
  ☆20Updated 2 years ago
• singhgautam / sysbinder
  Official Code for Neural Systematic Binder
  ☆33Updated 2 years ago
• s-tian / mbold
  Model-Based Visual Planning with Self-Supervised Functional Distances (ICLR 2021)
  ☆20Updated 3 years ago