mthiboust / somap
A flexible, fast and scalable python library for Self-Organizing Maps
☆13Updated 10 months ago
Alternatives and similar repositories for somap:
Users that are interested in somap are comparing it to the libraries listed below
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated last year
- JAX + Units☆47Updated last month
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated last year
- ☆17Updated last year
- All things Monte Carlo, written in JAX.☆30Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 11 months ago
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆24Updated this week
- Turning SymPy expressions into JAX functions☆44Updated 4 years ago
- Run Jupyter Lab as a desktop application☆14Updated 4 years ago
- Coordinates in JAX☆17Updated 2 weeks ago
- You should use PySR to find scaling laws. Here's an example.☆33Updated last year
- An HMC/NUTS implementation in Aesara☆32Updated last year
- Automated SMC with Probabilistic Program Proposals, for the Gen PPL.☆22Updated last year
- A Python library for variational inference with normalizing flow and annealing☆16Updated last week
- Pytorch implementation of SuperPolyak subgradient method.☆43Updated 2 years ago
- Stochastic trace estimation using JAX☆14Updated last week
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆25Updated 3 years ago
- Exponential families for JAX☆63Updated this week
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆44Updated 2 months ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- A small library of paramaterizations and parameter constraints for PyTrees.☆18Updated 5 months ago
- A generic interface for linear algebra backends☆71Updated 3 weeks ago
- The ✨Magical✨ JAX ML Library.☆17Updated last month
- Bibtex for various Python science and machine learning software☆32Updated 2 years ago
- lazyarray is a Python package that provides a lazily-evaluated numerical array class, larray, based on and compatible with NumPy arrays.☆21Updated 6 months ago
- Rotation-Based Iterative Gaussianization algorithm.☆17Updated 2 years ago
- http://cranmer.github.io/stats-ds-book☆69Updated 4 years ago
- Stencil computations in JAX☆70Updated last year
- GL Mathematics for Numpy☆21Updated last year
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Updated last year