ikigai-bayes cargo 0.1.0 none none A naive-Bayes text classifier for ikigai, as resources: SpamBayes-style scoring (Robinson's per-token probabilities, Fisher's chi-squared combining) with a… 81 3h ago prospicio-bayes cargo 0.0.3 none none Bayesian models sampled with NUTS (nuts-rs), MCMC diagnostics and ELPD (docs/design/models.md). 10 7h ago nuts-rs cargo 0.19.1 none none Sample from unnormalized densities using Hamiltonian MCMC 64K 22h ago egobox-ego cargo 0.42.0 none none A library for efficient global optimization 53K 3d ago rust_nb cargo 0.1.1 none none A simple but generic Naive Bayes Model in Rust. 3.1K 7d ago antecedent-core cargo 2.4.0 none none Identifiers, schemas, assumptions, provenance, and execution policy shared across the Antecedent causal inference engine; start with the `antecedent` crate 2.1K 1h ago antecedent-kernels cargo 2.4.0 none none Low-level borrowed views and scalar/optimized numerical kernels for the Antecedent engine; start with the `antecedent` crate 1.9K 1h ago antecedent-stats cargo 2.4.0 none none Statistical kernels, regression, and linear-algebra backends for the Antecedent causal inference engine; start with the `antecedent` crate 1.5K 51m ago antecedent-prob cargo 2.4.0 none none Probability distributions, columnar posteriors, priors, and inference backends for the Antecedent engine; start with the `antecedent` crate 1.4K 1h ago antecedent-graph cargo 2.4.0 none none Causal graph types (DAG, ADMG, CPDAG, PAG, temporal), separation queries, and traversal workspaces for the Antecedent engine; start with the `antecedent` crate 1.4K 1h ago antecedent-data cargo 2.4.0 none none Causal data views and Arrow-backed adapters for the Antecedent causal inference engine; start with the `antecedent` crate 1.4K 1h ago uqa-scoring cargo 0.5.4 none none BM25, Bayesian BM25, WAND, BMW, calibration 1.3K 19h ago uqa-fusion cargo 0.5.4 none none Exact Bayesian evidence fusion and robust multi-signal retrieval pooling 1.2K 19h ago antecedent-expr cargo 2.4.0 none none Arena-backed symbolic IR for causal functionals (estimands) in the Antecedent engine; start with the `antecedent` crate 1.0K 1h ago sanity-sc-rs cargo 0.4.0 none none Bayesian inference of gene expression states from single cell UMI counts. A clean-room Rust implementation of the Sanity method, returning posterior log… 1.0K 3d ago antecedent-state cargo 2.4.0 none none Incremental causal state, invalidation, and sufficient statistics for online analysis in the Antecedent engine; start with the `antecedent` crate 942 38m ago antecedent-model cargo 2.4.0 none none Structural causal models, mechanisms, and interventional sampling for the Antecedent engine; start with the `antecedent` crate 928 50m ago antecedent-identify cargo 2.4.0 none none Causal identification for the Antecedent engine: backdoor, front-door, IV, ID/IDC, and temporal strategies; start with the `antecedent` crate 904 1h ago antecedent-discovery cargo 2.4.0 none none Causal discovery for the Antecedent engine: PC, GES, LiNGAM, NOTEARS, FCI, the PCMCI family, and Bayesian graph posteriors; start with the `antecedent` crate 821 38m ago antecedent-estimate cargo 2.4.0 none none Frequentist and Bayesian estimators for identified causal effects in the Antecedent engine; start with the `antecedent` crate 816 29m ago antecedent-validate cargo 2.4.0 none none Effect refuters, sensitivity analysis, and validation diagnostics for the Antecedent engine; start with the `antecedent` crate 731 29m ago antecedent-counterfactual cargo 2.4.0 none none Abduction-action-prediction counterfactual evaluation for the Antecedent causal inference engine; start with the `antecedent` crate 703 44m ago antecedent-io cargo 2.3.0 none none Versioned artifact containers and wire types (graphs, posteriors, model bundles) for the Antecedent engine; start with the `antecedent` crate 608 5d ago antecedent-attribution cargo 2.4.0 none none Anomaly, distribution-change, root-cause, and Shapley attribution for the Antecedent causal inference engine; start with the `antecedent` crate 604 43m ago antecedent-design cargo 2.4.0 none none Experimental-design ranking (heuristic graph-channel entropy, unlock-list identification mass, Gram SE reduction, preposterior value of sample information) and… 594 28m ago antecedent cargo 2.3.0 none none Identification-first causal inference: identify → estimate → refute, with uncertainty about causal structure preserved 456 4d ago fugue-evo cargo 0.4.0 none none An implementation of fugue for running evolutionary algorithms as Bayesian inference: priors and likelihoods as probabilistic programs, tempered SMC in trace… 427 9d ago antecedent-learn cargo 2.4.0 none none Prediction contract and nuisance learners for the Antecedent causal inference engine; start with the `antecedent` crate 122 52m ago egobox-gpx cargo 0.6.0 none 2 vulnerabilities 2 GP surrogate executable for quality assessment, I/O specification, and prediction 52 3d ago spamlite cargo 0.9.7 none none Per-user Bayesian spam filter — drop-in spamprobe replacement 14 3d ago 