toddhylton / Thermodynamic-Neural-Network---Public
Public repository for the Thermodynamic Neural Network File
☆13Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Thermodynamic-Neural-Network---Public
- Implementation of approximate free-energy minimization in PyTorch☆18Updated 3 years ago
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆18Updated 2 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆14Updated last year
- Bayesian model reduction for probabilistic machine learning☆10Updated 9 months ago
- Quantify geometric intelligence in natural and artificial brains.☆48Updated 2 months ago
- A Python module for (local) Poisson-Nijenhuis calculus on Poisson manifolds☆13Updated last month
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆12Updated 7 months ago
- Code for the 2-simplicial Transformer paper☆18Updated 4 years ago
- ☆12Updated last year
- The Energy Transformer block, in JAX☆53Updated 11 months ago
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆15Updated 3 years ago
- Exact OU processes with JAX☆34Updated last month
- Differentiable Euler Characteristic Transform☆17Updated 5 months ago
- Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This …☆24Updated last year
- Examples of more involved applications using Geomstats☆32Updated 3 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Implementation of the Semantic Pointer Architecture for Nengo☆20Updated 8 months ago
- ☆13Updated 3 years ago
- Fine-grained, dynamic control of neural network topology in JAX.☆21Updated last year
- ☆52Updated 2 years ago
- Supplementary code for the NeurIPS 2020 paper "Matern Gaussian processes on Riemannian manifolds".☆27Updated 3 years ago
- ☆19Updated 2 years ago
- ☆36Updated 2 years ago
- an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets☆22Updated last year
- Nengo library of additional extensions☆29Updated last year
- AI Hilbert is an algebraic geometric based discovery system (based on Putinar's Positivstellensatz), that enables the discovery of fundam…☆26Updated 4 months ago
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆32Updated 9 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆19Updated last year
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆24Updated last year