How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.
Python Toolkit for Causal and Probabilistic Reasoning
The main features of pgmpy/pgmpy are: General Machine Learning, Machine Learning, Probabilistic Modeling, Statistical Modeling.
Open-source alternatives to pgmpy/pgmpy include: jmschrei/pomegranate — Fast, flexible and easy to use probabilistic modelling in Python. dswah/pygam — [CONTRIBUTORS WELCOME] Generalized Additive Models in Python. arviz-devs/arviz — Exploratory analysis of Bayesian models with Python. aksnzhy/xlearn — High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization… aimhubio/aim — Aim is an open-source platform for logging, visualizing, and comparing machine learning training runs and LLM traces.… amazaspshumik/sklearn-bayes — Python package for Bayesian Machine Learning with scikit-learn API.
Fast, flexible and easy to use probabilistic modelling in Python.
CONTRIBUTORS WELCOME Generalized Additive Models in Python
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
Aim is an open-source platform for logging, visualizing, and comparing machine learning training runs and LLM traces. It provides a remote tracking server and a comparison UI, functioning as an ML experiment tracker, AI workflow logger, and LLM trace recorder that captures prompts, generations, and tool calls from AI applications. The platform distinguishes itself through a run-based data model with local SQLite storage, real-time metric streaming, and a plugin-based explorer system that supports specialized visual analysis of metrics, images, audio, and text. It offers a Python SDK with cont