mthiboust / somapLinks
A flexible, fast and scalable python library for Self-Organizing Maps
☆16Updated 4 months ago
Alternatives and similar repositories for somap
Users that are interested in somap are comparing it to the libraries listed below
Sorting:
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆39Updated this week
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated last month
- JAX + Units☆48Updated last week
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆19Updated 2 years ago
- Coordinates in JAX☆28Updated this week
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Updated 2 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated this week
- A JAX-based gaussian process structure learning package for time series modelling.☆30Updated 6 months ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆47Updated 7 months ago
- Conditional density estimation with neural networks☆35Updated 10 months ago
- Simulation-based inference in JAX☆41Updated 2 weeks ago
- Special functions in Jax☆15Updated 9 months ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- Stencil computations in JAX☆71Updated 3 weeks ago
- The ✨Magical✨ JAX ML Library.☆18Updated 10 months ago
- Gaussian Mixture Models in Jax☆23Updated 4 months ago
- Unitful Quantities in JAX☆47Updated 3 weeks ago
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆50Updated 4 months ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated 3 weeks ago
- Conditional Flow Matching using JAX☆13Updated 2 years ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Automatic parametric modeling with symbolic regression☆60Updated 5 months ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆75Updated 5 months ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 2 months ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆65Updated this week
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 11 months ago
- ☆17Updated 2 years ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆106Updated last week