MilesCranmer / PySRLinks
High-Performance Symbolic Regression in Python and Julia
☆2,946Updated last week
Alternatives and similar repositories for PySR
Users that are interested in PySR are comparing it to the libraries listed below
Sorting:
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆757Updated last year
- ☆693Updated last year
- A deep learning framework for symbolic optimization.☆659Updated 6 months ago
- A package for the sparse identification of nonlinear dynamical systems from data☆1,607Updated last week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,693Updated 3 weeks ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,482Updated last month
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,418Updated last week
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,155Updated last week
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,506Updated last year
- Python Dynamic Mode Decomposition☆1,007Updated last month
- A differentiable PDE solving framework for machine learning☆1,637Updated 3 months ago
- A living benchmark framework for symbolic regression☆263Updated 2 months ago
- Hundreds of strange attractors☆479Updated last week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆931Updated 2 months ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆748Updated last week
- Differentiable, Hardware Accelerated, Molecular Dynamics☆1,276Updated 7 months ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,660Updated 6 months ago
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆709Updated this week
- All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.co…☆1,025Updated last month
- Code accompanying my blog post: So, what is a physics-informed neural network?☆611Updated 3 years ago
- Optax is a gradient processing and optimization library for JAX.☆1,936Updated this week
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆930Updated 2 months ago
- Lagrangian Neural Networks☆504Updated last year
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,068Updated 3 weeks ago
- A Graph Neural Network Library in Jax☆1,434Updated last year
- Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation☆811Updated 3 months ago
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,448Updated 10 months ago
- A 15TB Collection of Physics Simulation Datasets☆926Updated last month
- ☆360Updated 3 years ago
- Surrogate Modeling Toolbox☆778Updated last week