abnerbog / levenberg-marquardt-method
Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.
☆79Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for levenberg-marquardt-method
- Python code for the linear inverse problem☆22Updated 2 years ago
- Methods for numerical differentiation of noisy data in python☆111Updated last year
- Accompanying code for "State Estimation of a Physical System without Governing Equations"☆77Updated 4 months ago
- Python module for uncertainty quantification using a parallel sequential Monte Carlo sampler☆104Updated 9 months ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆76Updated this week
- numerical optimization in pytorch☆134Updated 6 months ago
- PySensors is a Python package for sparse sensor placement☆82Updated 3 months ago
- numba accelerated interpolation on regular grids in 1, 2, and 3 dimensions☆62Updated 2 years ago
- MyPTV is an open source library designed for 3D particle Tracking (3D-PTV) measurements☆48Updated last week
- Generator of 2D gaussian random fields☆49Updated 2 years ago
- ☆34Updated last year
- QuantImPy, a Python library for scientific image processing.☆14Updated 2 years ago
- Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.☆58Updated 9 months ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆48Updated 3 years ago
- Helmholtz-Hodge decomposition using fft☆18Updated 6 years ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆21Updated last week
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆68Updated 4 years ago
- Companion Matlab and Python codes for the book Bayesian Filtering and Smoothing by Simo Särkkä and Lennart Svensson☆64Updated 9 months ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆43Updated this week
- PIVPy helps to understand PIV results, inspired by PIVMAT☆11Updated 2 months ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆37Updated 2 years ago
- A collection of forward and inverse Mie solving routines for Python 3, based on Bohren and Huffman's Mie Theory derivations☆103Updated 4 months ago
- GPU-Accelerated Radial Basis Function (RBF) Interpolation in PyTorch☆21Updated last year
- The natural Helmholtz-Hodge decomposition☆25Updated 4 years ago
- ☆44Updated last year
- Optimal numerical differentiation of noisy time series data in python.☆56Updated 2 months ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆24Updated 2 years ago
- Spherical Cap Harmonics, Spherical Harmonics and Hemispherical Harmonics☆14Updated 3 years ago
- Kernel Density Estimation and (re)sampling☆58Updated last year