toddhylton / Thermodynamic-Neural-Network---Public
Public repository for the Thermodynamic Neural Network File
☆14Updated 5 years ago
Alternatives and similar repositories for Thermodynamic-Neural-Network---Public:
Users that are interested in Thermodynamic-Neural-Network---Public are comparing it to the libraries listed below
- Implementation of approximate free-energy minimization in PyTorch☆19Updated 3 years ago
- The Energy Transformer block, in JAX☆56Updated last year
- Quantify geometric intelligence in natural and artificial brains.☆50Updated 3 months ago
- A Python module for (local) Poisson-Nijenhuis calculus on Poisson manifolds☆13Updated 5 months ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆12Updated last year
- Bayesian model reduction for probabilistic machine learning☆10Updated this week
- Parallel random matrix tools and complexity for deep learning☆33Updated last year
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Updated 9 months ago
- Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This …☆27Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆33Updated 5 years ago
- Fine-grained, dynamic control of neural network topology in JAX.☆21Updated last year
- an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets☆22Updated last year
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆20Updated 2 years ago
- Exact OU processes with JAX☆42Updated this week
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆14Updated last month
- ☆14Updated 6 years ago
- 🧮 Algebraic Positional Encodings.☆11Updated 2 months ago
- Learning Algebraic Varieties from Samples☆24Updated last year
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆38Updated last year
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆37Updated 6 months ago
- You should use PySR to find scaling laws. Here's an example.☆33Updated last year
- ☆15Updated last year
- Geometric Algebra package for JAX☆49Updated 3 years ago
- Python implementation of block decomposition method for approximating algorithmic complexity☆36Updated 7 months ago
- Implementation of deep implicit attention in PyTorch☆65Updated 3 years ago
- A simple hypernetwork implementation in jax using haiku.☆23Updated 2 years ago
- ☆26Updated 2 years ago
- Examples of more involved applications using Geomstats☆32Updated 4 years ago