Code for the paper "Auto differentiable Ensemble Kalman Filters" (https://arxiv.org/abs/2107.07687), accepted for publication in SIAM Journal on Mathematics of Data Science (SIMODS)
☆37May 9, 2022Updated 3 years ago
Alternatives and similar repositories for torchEnKF
Users that are interested in torchEnKF are comparing it to the libraries listed below
Sorting:
- A collection of ensemble square root kalman filters implemented in Python☆16Jan 4, 2023Updated 3 years ago
- A Python toolbox for Bayesian inference and generative sampling, implementing triangular transport maps from samples.☆12Feb 9, 2026Updated 3 weeks ago
- Data Assimilation with Python: a Package for Experimental Research☆396Feb 19, 2026Updated last week
- Software Repository accompanying the paper "Ensemble Kalman Filter optimizing Deep NeuralNetworks: An alternative approach to non-perform…☆11Jan 24, 2022Updated 4 years ago
- In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear rep…☆10Dec 1, 2025Updated 3 months ago
- Python code for data assimilation methods☆54Feb 7, 2023Updated 3 years ago
- Codes of the paper Deformable Butterfly: A Highly Structured and Sparse Linear Transform.☆16Nov 1, 2021Updated 4 years ago
- Algorithms for data assimilation using ensemble methods.☆22Updated this week
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 2023Updated 2 years ago
- A JAX-based adaptive mesh refinement framework☆28Jan 30, 2026Updated last month
- A fully-differentiable compressible reacting flow solver based on JAX-AMR☆30Nov 5, 2025Updated 3 months ago
- Python package to create and analyse temporal networks as event graphs.☆23Nov 13, 2018Updated 7 years ago
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆26Oct 27, 2022Updated 3 years ago
- Integrated gradients attribution method implemented in PyTorch☆27Nov 5, 2020Updated 5 years ago
- A tutorial for students that surveys basic ML techniques in ipython notebook format.☆30Aug 23, 2019Updated 6 years ago
- Use Deep Learning in Data Assimilation☆61Jan 12, 2025Updated last year
- The package 'data-driven density estimation x' (dddex) turns any standard point forecasting model into an estimator of the underlying con…☆10Dec 1, 2025Updated 3 months ago
- A repository to collect coding material for the Polimi's course "Creative Programming and Computing" held by prof. Massimiliano Zanoni in…☆11Dec 11, 2019Updated 6 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆78Apr 24, 2025Updated 10 months ago
- State-space deep Gaussian processes in Python and Matlab☆30Jun 12, 2022Updated 3 years ago
- The repo contains source code of sampling-based LTL (linear temporal logic) path planning project.☆11Sep 19, 2023Updated 2 years ago
- Transport code for plasma simulations☆12Feb 13, 2025Updated last year
- Python crossplatform library for Mac/linux and widows os.Complete system command, send alert, notifications, set brightness, recording au…☆11Apr 25, 2025Updated 10 months ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- course material for the "Notebooks to Scripts to Packages" workshop as part of Princeton Wintersession 2023☆15Jan 17, 2024Updated 2 years ago
- 本文使用了基于LSTM的Encoder-Decoder模型、基于Transformer的序列预测模型和本文提出的BeLSTM模型来预测电力变压器油温。☆14Dec 20, 2024Updated last year
- Statistical discontinuous constituent parsing☆11Feb 15, 2018Updated 8 years ago
- Efficient Learning Interpretable Shapelets for Accurate Time Series Classification, ICDE 2018☆14Feb 23, 2018Updated 8 years ago
- The official implementation of the paper SimVP: Towards Simple yet Powerful Spatiotemporal Predictive learning.☆10Jan 2, 2024Updated 2 years ago
- Sparse simplex projection-based Wasserstein k-means☆11Jun 10, 2021Updated 4 years ago
- This repo contains the code for the paper "Data-driven discovery of multiscale chemical reactions governed by the law of mass action"☆10Mar 2, 2022Updated 4 years ago
- PyQt application which shows the plotly map☆11Jan 13, 2023Updated 3 years ago
- ☆16Jul 18, 2022Updated 3 years ago
- Supply chain planning using max flow formulated as mixed integer linear programming☆10May 20, 2020Updated 5 years ago
- Analysis tools specific to the aiephys multipatch project.☆12Oct 23, 2025Updated 4 months ago
- AuRaCh - Automated Radiation Chemistry Simulations☆13Mar 7, 2025Updated 11 months ago
- NERSC Ensemble Data Assimilation System☆14Feb 19, 2026Updated last week
- An awesome list that curates the best Flet tools, tutorials, blogs and more.