Yellowbrick
Yellowbrick: Visualizing the Scikit-Learn Model Selection Process - Published in JOSS (2019)
UltraNest - a robust, general purpose Bayesian inference engine
UltraNest - a robust, general purpose Bayesian inference engine - Published in JOSS (2021)
Bayesian X-ray Analysis (BXA) v4.0
Bayesian X-ray Analysis (BXA) v4.0 - Published in JOSS (2021)
ldaPrototype
ldaPrototype: A method in R to get a Prototype of multiple Latent Dirichlet Allocations - Published in JOSS (2020)
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dynesty
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
https://github.com/epistasislab/tpot2
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
https://github.com/heidelbergcement/hcrystalball
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
abms
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.
https://github.com/astro-informatics/proxnest
Proximal Nested Sampling for high-dimensional Bayesian model selection
https://github.com/alcrene/emdcmp
Original implementation of the EMD (empirical model discrepancy) model comparison criterion
https://github.com/bambinos/kulprit
Kullback-Leibler projections for Bayesian model selection in Python
https://github.com/boniolp/msad
[VLDB 2023] Model Selection for Anomaly Detection in Time Series
contrib-cork
Rational kernel-based interpolation for complex-valued frequency response functions [arXiv:2307.13484]
l0
Scalable reinforcement learning pipeline for general-purpose agents. Build and train agents using the Notebook Agent (NB-Agent) in a flexible environment. 🐙🚀