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arviz-devs
arviz

Exploratory analysis of Bayesian models with Python

4M 2K 495
pyro-ppl
pyro-ppl

Deep universal probabilistic programming with Python and PyTorch

1.2M 9K 1K
wwrechard
pydlm

A python library for Bayesian time series modeling

63K 486 98
uber
orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

31K 2K 148
google
lightweight-mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

14K 1K 233
martinit18
nested-fit

Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm

10K 11 6
YuminosukeSato
bsts-causalimpact

Bayesian CausalImpact for Python — R-compatible Gibbs sampler in Rust (PyO3), 30x faster, no TensorFlow

7K 19 1
promised-ai
changepoint

A toolkit for Bayesian change point detection

7K 35 2
cgre-aachen
gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

6K 1K 268
robotrocketscience
aelfrice

Bayesian memory that learns from feedback for LLM agents

4K 3 0
quantumjot
btrack

Bayesian multi-object tracking

4K 331 52
proofoftrust21
satrank

Trust scores for Lightning agents. The PageRank of the agentic economy.

3K - -
y-bar
bocd

Bayesian Changepoint Detection

2K 51 9
probabilists
lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

2K 134 12
brdav
fastrvm

Relevance Vector Machine in Python with a C++ Core

1K 1 0
Ronit26Mehta
argus-debate-ai

Debate-native multi-agent AI framework that eliminates LLM hallucination, overconfidence, and opacity. Structures knowledge evaluation as adversarial multi-round debates over a Conceptual Debate Graph (C-DAG) with Bayesian aggregation, CRUX protocol, 8 novel Evolution extensions, 27+ LLM providers, 50+ tools, and W3C-compliant provenance tracking.

1K 3 0
mohsenhariri
scorio

Bayesian evaluation and ranking toolkit

931 4 5
TimeWz667
pyepidag

Epidemiological inference with DAG

881 1 0
CosmikArt
actuarcredibility

Credibility models for actuarial pricing: Bühlmann, Bühlmann-Straub, Jewell, Hachemeister, and Bayesian extensions.

869 0 0
arthur-batel
lirisimpact

Repository contaning the original code of IMPACT algorithm, an interpretable model for ordinal predictions with multi-class outputs"

844 6 0
kaitumisuuringute-keskus
brmspy

Python-first access to R's brms with proper parameter names, ArviZ support, and cmdstanr performance

827 14 1
timmh
biolith

Bayesian Ecological Modeling in Python

822 37 2
burning-cost
insurance-whittaker

Whittaker-Henderson smoothing for insurance pricing and actuarial rating tables: 1D and 2D graduation with automatic lambda selection via cross-validation.

719 0 0
georgeberry
blayers

The missing layers package for Bayesian inference

714 36 0
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