MilesCranmer / symbolic_deep_learningLinks
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
☆753Updated last year
Alternatives and similar repositories for symbolic_deep_learning
Users that are interested in symbolic_deep_learning are comparing it to the libraries listed below
Sorting:
- A deep learning framework for symbolic optimization.☆651Updated 4 months ago
- ☆686Updated 10 months ago
- High-Performance Symbolic Regression in Python and Julia☆2,843Updated 2 weeks ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,489Updated last year
- Lagrangian Neural Networks☆495Updated 11 months ago
- Code for our paper "Hamiltonian Neural Networks"☆471Updated 4 years ago
- Code for the paper "Learning Differential Equations that are Easy to Solve"☆279Updated 3 years ago
- ☆355Updated 3 years ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆744Updated 3 months ago
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition☆1,103Updated last month
- Deep Learning for Symbolic Mathematics☆537Updated 3 years ago
- Hundreds of strange attractors☆473Updated this week
- ☆437Updated 3 weeks ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆652Updated 2 years ago
- Gaussian processes in JAX and Flax.