Roundtrip: density estimation with deep generative neural networks
☆64Apr 27, 2024Updated last year
Alternatives and similar repositories for Roundtrip
Users that are interested in Roundtrip are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for DTU Special Course, focusing on Variational Inference using Normalizing Flows (VINF). Supervised by Michael Riis Andersen☆26Jun 11, 2020Updated 5 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Aug 17, 2022Updated 3 years ago
- truncated Gaussian-Mixture Variational AutoEncoder☆11Mar 14, 2019Updated 7 years ago
- Code for the Density Deconvolution with Normalizing Flows paper.☆12Jun 10, 2020Updated 5 years ago
- MATLAB code for Stein Point Markov Chain Monte Carlo.☆13Jul 3, 2019Updated 6 years ago
- Masked Autoregressive Flow☆219Jul 28, 2024Updated last year
- GWInferno: Gravitational-Wave Hierarchical Inference with NumPyro☆21Feb 27, 2026Updated 3 weeks ago
- ☆22May 6, 2020Updated 5 years ago
- ☆16Jun 27, 2025Updated 8 months ago
- KENN - A Transformer Encoder for Gravitational Waves☆11Sep 29, 2025Updated 5 months ago
- Bayesian Jenaer software☆23Sep 8, 2025Updated 6 months ago
- Prior Sampling for high dimension data with domain knowledge.☆10Jan 11, 2022Updated 4 years ago
- Matlab toolbox for tensor regressions☆29Feb 20, 2022Updated 4 years ago
- An implementation of Variational Autoencoders with a constant balance between reconstruction error and Kullback-leibler divergence☆20Aug 27, 2025Updated 6 months ago
- Data release for the evaluation of different training strategies for deep learning gravitational wave search algorithms.☆10Feb 22, 2022Updated 4 years ago
- Localization of gravitational-wave transients. Mirror of https://git.ligo.org/lscsoft/ligo.skymap☆29Jan 7, 2026Updated 2 months ago
- ☆12Feb 14, 2020Updated 6 years ago
- Python Analytical Relativity Toolkit☆12Updated this week
- ☆11Apr 2, 2021Updated 4 years ago
- Glow and RealNVP with tensorflow 2.0 and tensorflow probability☆31Nov 21, 2022Updated 3 years ago
- Novelty Detection with Reconstruction along Projection Pathway☆10May 10, 2021Updated 4 years ago
- ☆11Jul 1, 2021Updated 4 years ago
- Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'☆18Apr 5, 2022Updated 3 years ago
- ☆26Feb 11, 2026Updated last month
- This is the code related to the article 'Intrinsic persistent homology via density-based metric learning'☆10May 8, 2023Updated 2 years ago
- Pytorch implementation of BiGAN and Conditional BiGAN☆24Mar 14, 2019Updated 7 years ago
- Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation☆20Aug 16, 2019Updated 6 years ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Oct 23, 2022Updated 3 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆133Aug 21, 2024Updated last year
- Code for "Weisfeiler and Leman go sparse: Towards higher-order graph embeddings"☆21Jan 27, 2022Updated 4 years ago
- Provides a set of functions for performing coordinate-based tensor calculations with a focus on general relativity and black holes in par…☆11Jan 20, 2021Updated 5 years ago
- A pytorch version of hamiltonian monte carlo☆15Jun 26, 2019Updated 6 years ago
- Gravitational wave interferometer parameter optimisation game, written in Python and run in a Jupyter notebook.☆10Dec 18, 2018Updated 7 years ago
- B-Spline Density Estimation Library - nonparametric density estimation using B-Spline density estimator from univariate sample.☆16Aug 22, 2021Updated 4 years ago
- Codes to reproduce results in the paper☆10Apr 9, 2021Updated 4 years ago
- Second Open Gravitational-wave Catalog of Compact Binary Mergers. Parameter estimates for O1 and O2 mergers. Sub-threshold BNS/NSBH/BBH c…☆11Jun 19, 2021Updated 4 years ago
- A JAX-based gaussian process structure learning package for time series modelling.☆37Mar 2, 2026Updated 2 weeks ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 3 years ago
- ☆13Aug 20, 2017Updated 8 years ago