Scientific Software
Updated 6 months ago

Yellowbrick — Peer-reviewed • Rank 26.0 • Science 95%

Yellowbrick: Visualizing the Scikit-Learn Model Selection Process - Published in JOSS (2019)

Scientific Software
Updated 6 months ago

UltraNest - a robust, general purpose Bayesian inference engine — Peer-reviewed • Rank 17.0 • Science 95%

UltraNest - a robust, general purpose Bayesian inference engine - Published in JOSS (2021)

Mathematics (37%)
Scientific Software · Peer-reviewed
Scientific Software
Updated 6 months ago

Bayesian X-ray Analysis (BXA) v4.0 — Peer-reviewed • Rank 12.8 • Science 95%

Bayesian X-ray Analysis (BXA) v4.0 - Published in JOSS (2021)

Scientific Software
Updated 6 months ago

ldaPrototype — Peer-reviewed • Rank 8.4 • Science 95%

ldaPrototype: A method in R to get a Prototype of multiple Latent Dirichlet Allocations - Published in JOSS (2020)

Updated 6 months ago

dynesty • Rank 20.2 • Science 59%

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

Updated 6 months ago

fic • Rank 8.3 • Science 23%

R package for focused information criteria for model comparison

Updated 6 months ago

abms • Science 13%

Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.

Updated 5 months ago

https://github.com/astro-informatics/proxnest • Science 23%

Proximal Nested Sampling for high-dimensional Bayesian model selection

Updated 5 months ago

https://github.com/alcrene/emdcmp • Science 49%

Original implementation of the EMD (empirical model discrepancy) model comparison criterion

Updated 5 months ago

https://github.com/bambinos/kulprit • Science 39%

Kullback-Leibler projections for Bayesian model selection in Python

Updated 6 months ago

contrib-cork • Science 36%

Rational kernel-based interpolation for complex-valued frequency response functions [arXiv:2307.13484]

Updated 6 months ago

l0 • Science 26%

Scalable reinforcement learning pipeline for general-purpose agents. Build and train agents using the Notebook Agent (NB-Agent) in a flexible environment. 🐙🚀