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Directed Acyclic Graph Python Packages

Python packages with the GitHub topic directed-acyclic-graph. Sorted by relevance, with stars and monthly downloads.
erdogant
bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

61K 627 58
ywatanabe1989
scitex-clew

Verifiable knowledge graph for scientific experiments

26K 0 0
xianghuzhao
paradag

A robust DAG implementation for parallel execution

21K 70 9
synapseorch-ai
synapse-orch-ai

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

11K 47 18
zincware
znflow

A general purpose framework for building and running computational graphs.

5K 6 0
OmenApps
django-postgresql-dag

Directed Acyclic Graphs with a variety of methods for both Nodes and Edges, and multiple exports (NetworkX, Pandas, etc). This project is the foundation for a commercial product, so expect regular improvements. PR's and other contributions are welcomed.

3K 53 6
francois-rozet
dawgz

Unleash the true power of scheduling

3K 35 3
varunchopra
dagabaaz

DAG orchestration library for Python. Barrier sync, fan-out/fan-in, skip cascades, scatter-gather correlation, edge filtering, and retry -- without adopting a platform. Bring your own database and queue.

2K 3 0
aoisakanana
railway-framework

This is a Python framework for Railway Oriented Programming.

1K 4 0
garethjns
audiodag

A lazy-DAG component approach to signal generation. Designed for psychophysics stimuli.

815 1 1
uio-bmi
dagsim

A framework and specification language for simulating data based on user-defined graphical models

452 19 3
erdogant
bnclassify

bnlearn

417 1 1
Akascape
tknodesystem

Create visual node-based UI with Tkinter!

276 160 12
krassowski
jupyterlab-dagitty

JupyterLab renderer of dagitty causal diagrams

246 24 0
rosaia
pypeworks

Easy and lightweight parallelized dataflows in Python

182 1 0
timkpaine
daggre

A convenience layer on top of `dagre-d3` (`dagre-d3-es`).

119 4 0
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