Alternatives and similar repositories for SEPIA

Users that are interested in SEPIA are comparing it to the libraries listed below

• Romit-Maulik / PyParSVD
  An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py
  ☆64Updated 4 years ago
• dynamicslab / langevin-regression
  Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton
  ☆26Updated 3 years ago
• sandialabs / UQTk
  Sandia Uncertainty Quantification Toolkit
  ☆84Updated last year
• nw2190 / ConvPDE
  Convolutional Solvers for Partial Differential Equations
  ☆27Updated 5 years ago
• NBoulle / greenlearning
  Learning Green's functions of partial differential equations with deep learning.
  ☆71Updated last year
• dg227 / NLSA
  Kernel methods for statistical modeling of dynamical systems
  ☆26Updated 2 months ago
• erichson / DMDpack
  Dynamic Mode Decomposition
  ☆61Updated 8 years ago
• sandialabs / pyapprox
  Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.
  ☆68Updated 3 weeks ago
• ergodicio / adept
  Automatic-Differentiation-Enabled Plasma Transport in JAX
  ☆35Updated last week
• rocketmlhq / sciml
  Scientific Machine Learning Tutorials
  ☆40Updated 4 years ago
• goroda / GPEXP
  Experimental Design for Gaussian Process Regression in Python
  ☆12Updated 4 years ago
• ketch / PseudoSpectralPython
  A short course in pseudospectral collocation methods for wave equations, with implementations in Python.
  ☆62Updated 3 months ago
• caidao22 / pnode
  A Python library for training neural ODEs.
  ☆26Updated 10 months ago
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆69Updated 5 years ago
• equadratures / equadratures
  ☆100Updated 2 months ago
• CraigGin / PDEKoopman2
  Update PDEKoopman code to Tensorflow 2
  ☆23Updated 4 years ago
• UCL-CCS / EasyVVUQ
  Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.
  ☆98Updated 3 weeks ago
• josephbakarji / bucki-data
  Machine learning algorithms for discovering dimensionless groups from simulation and experimental data
  ☆14Updated 3 years ago
• IvanYashchuk / fenics-pymc3
  Differentiable interface to FEniCS for PyMC3
  ☆22Updated 3 years ago
• ORNL / TASMANIAN
  The Toolkit for Adaptive Stochastic Modeling and Non-Intrusive ApproximatioN
  ☆72Updated this week
• IvanYashchuk / jax-fenics
  Differentiable interface to FEniCS for JAX
  ☆58Updated 4 years ago
• zwicker-group / py-droplets
  Python package for analyzing and representing droplets and emulsions
  ☆12Updated 2 weeks ago
• pyamg / pyamg-examples
  Examples in PyAMG
  ☆28Updated last year
• joglekara / VlaPy
  1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow
  ☆34Updated 2 years ago
• pymgrit / pymgrit
  PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.
  ☆19Updated 3 years ago
• LRydin / KramersMoyal
  kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order
  ☆75Updated last year
• DENG-MIT / StiffNeuralODE
  Stiff Neural Ordinary Differential Equations
  ☆35Updated 2 years ago
• opannekoucke / pdenetgen
  Python package for NN generation from physics
  ☆15Updated 2 years ago
• PhIMaL / DeePyMoD_torch
  Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
  ☆33Updated 2 years ago
• sigma-py / npx
  Some useful extensions for NumPy
  ☆30Updated last year