mthiboust / somap
A flexible, fast and scalable python library for Self-Organizing Maps
☆14Updated last year
Alternatives and similar repositories for somap
Users that are interested in somap are comparing it to the libraries listed below
Sorting:
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated last year
- JAX + Units☆47Updated 2 weeks ago
- ☆17Updated last year
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆26Updated last week
- Python version of FastPM☆12Updated 4 years ago
- Coordinates in JAX☆17Updated last week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated last year
- Bibtex for various Python science and machine learning software☆32Updated 2 years ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆29Updated last week
- GL Mathematics for Numpy☆21Updated last year
- Fast approximate high-dimensional hierarchical Bayesian inference☆33Updated 9 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- Run Jupyter Lab as a desktop application☆14Updated 4 years ago
- Modern normalizing flows in Python. Simple to use and easily extensible.☆11Updated this week
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 2 years ago
- Paper introducing jax-cosmo☆14Updated 2 years ago
- Efficient random sampling via linear interpolation.☆12Updated 7 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- All things Monte Carlo, written in JAX.☆30Updated 2 years ago
- Automated SMC with Probabilistic Program Proposals, for the Gen PPL.☆22Updated last year
- Website☆11Updated this week
- Probabilistic modeling of tabular data with normalizing flows.☆56Updated 2 weeks ago
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 4 months ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆10Updated last year
- Special functions in Jax☆13Updated 2 months ago
- A unified framework for skeletonization, morphological analysis, and connectivity analysis.☆41Updated 8 months ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Example repository to show how to build and deploy jupyterlite with pixi☆18Updated 9 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago