andgoldschmidt / derivativeLinks
Optimal numerical differentiation of noisy time series data in python.
☆68Updated 2 months ago
Alternatives and similar repositories for derivative
Users that are interested in derivative are comparing it to the libraries listed below
Sorting:
- Methods for numerical differentiation of noisy data in python☆130Updated last month
- Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX☆214Updated 6 months ago
- python Parameter EStimation TOolbox☆266Updated last week
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- Numba-accelerated statistical distributions☆67Updated last month
- Solve ODEs fast, with support for PyMC☆119Updated last year
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆75Updated 5 years ago
- Automatic parametric modeling with symbolic regression☆63Updated 7 months ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆85Updated 3 years ago
- Probabilistic Inference on Noisy Time Series☆240Updated this week
- Smooth data fitting in N dimensions.☆55Updated 2 years ago
- A parallel computing interface to the L-BFGS-B optimizer☆70Updated last year
- ☆53Updated last week
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated last year
- Interpolation and function approximation with JAX☆248Updated last week
- Python-based Derivative-Free Optimization with Bound Constraints☆91Updated last month
- ☆100Updated 4 months ago
- Just-in-Time Compilation for Ordinary Differential Equations☆68Updated 6 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆61Updated 3 years ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆103Updated 2 years ago
- Scipy-based Delay Differential Equation (DDE) solver☆38Updated last year
- Gaussian Mixture Models in Jax☆24Updated 6 months ago
- Numerical integration of Ito or Stratonovich SDEs☆169Updated 2 years ago
- Multi-dimensional B-splines☆35Updated 3 months ago
- JAX + Units☆52Updated last month
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆85Updated 2 months ago
- Gaussian Processes for Experimental Sciences☆233Updated 7 months ago
- Numerical quadrature with JAX☆75Updated 3 weeks ago
- PySensors is a Python package for sparse sensor placement☆110Updated 2 weeks ago
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆43Updated 2 years ago