MilesCranmer / PySRLinks
High-Performance Symbolic Regression in Python and Julia
☆2,982Updated this 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"☆759Updated last year
- ☆700Updated last year
- A deep learning framework for symbolic optimization.☆669Updated 6 months ago
- A package for the sparse identification of nonlinear dynamical systems from data☆1,620Updated last week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,714Updated this week
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,168Updated 2 weeks ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,517Updated last year
- Python Dynamic Mode Decomposition☆1,015Updated this week
- A differentiable PDE solving framework for machine learning☆1,648Updated this week
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆941Updated 2 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,504Updated 2 weeks ago
- All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.co…☆1,036Updated last month
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆753Updated last week
- A 15TB Collection of Physics Simulation Datasets☆934Updated last month
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,449Updated this week
- Hundreds of strange attractors☆483Updated last week
- A library for scientific machine learning and physics-informed learning☆3,394Updated last month
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition☆1,149Updated last month
- A living benchmark framework for symbolic regression☆266Updated 2 weeks ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,664Updated 7 months ago
- Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation☆813Updated 3 months ago
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆713Updated this week
- Code accompanying my blog post: So, what is a physics-informed neural network?☆614Updated 3 years ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,072Updated last month
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,458Updated 10 months ago
- ☆362Updated 3 years ago
- Surrogate Modeling Toolbox☆786Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆937Updated 3 months ago
- Learning in infinite dimension with neural operators.☆2,853Updated last week
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆916Updated last year