Results for “bayesian”
9 skills
lingxling pymc
Build, fit, validate, and compare Bayesian models using PyMC, including hierarchical models, MCMC sampling, variational inference, posterior predictive checks, and model comparison.
253 · bundle
k-dense-ai pymc
Build, fit, validate, and compare Bayesian models using PyMC's modern API, including hierarchical models, MCMC sampling, variational inference, posterior predictive checks, and model comparison.
30.2k · bundle
More results
schattenspiegel numpyro-python
Write, debug, and test NumPyro probabilistic programs on JAX with correct shapes, PRNG keys, and inference choice.
0 · bundle
qhjqhj00 bbq-eval
Evaluates social bias in question-answering models using the BBQ benchmark, measuring accuracy and a bias score across ambiguous and disambiguated contexts to reveal reliance on stereotypes.
3
qhjqhj00 cab-eval
Benchmarks LLM bias by scoring responses to automatically generated open-ended questions across sensitive attributes, producing a composite fitness score from 0 to 5.
3
qhjqhj00 bss-eval
Evaluates speech language models on beyond-semantic speech attributes such as dialect comprehension, multi-turn context memory, emotion perception, age-aware response generation, and non-verbal cue handling, reporting accuracy and judge-based scores.
3
tools-only 085-aeon-556c1766
Provides guidance on using the Aeon library for time series forecasting, covering model selection, implementation, and evaluation.
7 · bundle
qhjqhj00 fid
Measures distributional similarity between original GAN-generated images and their semantically manipulated counterparts using the Fréchet Inception Distance (FID) metric.
3
luokai0 cda
Provides domain knowledge on the Causal Dynamics Architecture (CDA), an alternative AI computing architecture based on causal graphs and Hamiltonian dynamics, with references for deep dives.
10 · bundle