HEmile / neurosymbolic-diffusionLinks
We integrate discrete diffusion models with neurosymbolic predictors for scalable and calibrated learning and reasoning
☆51Updated this week
Alternatives and similar repositories for neurosymbolic-diffusion
Users that are interested in neurosymbolic-diffusion are comparing it to the libraries listed below
Sorting:
- The Energy Transformer block, in JAX☆61Updated last year
- Brain-like variational inference☆57Updated 5 months ago
- Official implementation of E(n)-equivariant Graph Neural Cellular Automata☆34Updated last month
- Solving the Abstraction & Reasoning Corpus with DreamCoder☆53Updated last year
- Deep Networks Grok All the Time and Here is Why☆37Updated last year
- Sparse Circuits on the GPU (ICLR2025)☆17Updated this week
- A State-Space Model with Rational Transfer Function Representation.☆82Updated last year
- Latent Program Network (from the "Searching Latent Program Spaces" paper)☆103Updated last month
- ☆73Updated 3 years ago
- This is the code repository associated with the paper "Abstractors and relational cross-attention: An inductive bias for explicit relati…☆21Updated last year
- Flexible Inference for Predictive Coding Networks in JAX.☆58Updated this week
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆53Updated last year
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆16Updated 9 months ago
- Materials for ConceptARC paper☆105Updated last year
- Generative cellular automaton-like learning environments for RL.☆19Updated 9 months ago
- Code for "Accelerating Training with Neuron Interaction and Nowcasting Networks" [ICLR 2025]☆25Updated last month
- ☆13Updated 3 years ago
- Scalable and Stable Parallelization of Nonlinear RNNS☆24Updated 3 weeks ago
- ☆53Updated last year
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆56Updated 5 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆89Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- ☆34Updated last year
- Code for minimum-entropy coupling.☆32Updated last year
- Universal Neurons in GPT2 Language Models☆31Updated last year
- ☆73Updated last year
- ☆41Updated 3 years ago
- Source code for the paper "Positional Attention: Expressivity and Learnability of Algorithmic Computation"☆14Updated 5 months ago
- ☆66Updated 7 months ago