Scientific Software
Updated 6 months ago

PyAutoFit — Peer-reviewed • Rank 15.2 • Science 100%

PyAutoFit: A Classy Probabilistic Programming Language for Model Composition and Fitting - Published in JOSS (2021)

Scientific Software
Updated 6 months ago

GGLasso - a Python package for General Graphical Lasso computation — Peer-reviewed • Rank 12.1 • Science 95%

GGLasso - a Python package for General Graphical Lasso computation - Published in JOSS (2021)

Scientific Software
Updated 6 months ago

tcherry — Peer-reviewed • Rank 2.6 • Science 95%

tcherry: Learning the structure of tcherry trees - Published in JOSS (2019)

Scientific Software
Updated 6 months ago

PyGModels — Peer-reviewed • Rank 4.5 • Science 93%

PyGModels: A Python package for exploring Probabilistic Graphical Models with Graph Theoretical Structures - Published in JOSS (2021)

Engineering (40%)
Scientific Software · Peer-reviewed
Updated 6 months ago

https://github.com/py-why/dowhy • Rank 24.8 • Science 46%

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

Updated 6 months ago

tutorial-ugm-hyperspectral • Rank 3.7 • Science 51%

A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis

Updated 6 months ago

pulsar • Rank 11.6 • Science 10%

pulsar: Parallel Utilities for Lambda Selection along a Regularization Path

Updated 6 months ago

micd • Science 23%

Multiple Imputation in Causal Graph Discovery

Updated 5 months ago

https://github.com/cbg-ethz/shm • Science 26%

Deep hierarchical models combined with Markov random fields.