MaxRamgraber / Triangular-Transport-ToolboxLinks
A Python toolbox for Bayesian inference and generative sampling, implementing triangular transport maps from samples.
☆12Updated last week
Alternatives and similar repositories for Triangular-Transport-Toolbox
Users that are interested in Triangular-Transport-Toolbox are comparing it to the libraries listed below
Sorting:
- ☆117Updated last week
- Use Deep Learning in Data Assimilation☆61Updated last year
- ☆13Updated 6 years ago
- GNNs to predict wind farm-wide power, local flow variables and damage-equivalent loads.☆22Updated 6 months ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆53Updated 2 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆76Updated 5 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆39Updated this week
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 4 months ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Updated last year
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆28Updated last month
- Finite element flow solver for simulating coastal and estuarine flows.☆80Updated this week
- Quantification of Uncertainties in Neural Networks☆11Updated 2 months ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆68Updated last week
- Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray☆10Updated 3 years ago
- Bootcamp notebooks☆62Updated 5 months ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆39Updated 8 months ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Quasi-geostrophic spectral solver in PyTorch☆18Updated 3 years ago
- Easily generate random fields☆20Updated 2 weeks ago
- PySensors is a Python package for sparse sensor placement☆109Updated last week
- An Extensible Software Framework for Large-Scale Inverse Problems☆159Updated last month
- Uncertainty Quantification in the POD-NN framework☆24Updated 5 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆48Updated 5 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆77Updated this week
- Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab☆31Updated last week
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆53Updated 9 months ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆13Updated 2 years ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆14Updated 3 years ago
- ☆40Updated last year
- One-dimensional DNS and LES of Burgers turbulence written in Python☆30Updated last week