Top 8 Python Dag Projects

• Airflow

  170 34,705 10.0 Python

  Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

  

Project mention: AI Strategy Guide: How to Scale AI Across Your Business | dev.to | 2024-05-11

Level 1 of MLOps is when you've put each lifecycle stage and their intefaces in an automated pipeline. The pipeline could be a python or bash script, or it could be a directed acyclic graph run by some orchestration framework like Airflow, dagster or one of the cloud-provider offerings. AI- or data-specific platforms like MLflow, ClearML and dvc also feature pipeline capabilities.

• pgmpy

  2 2,627 8.0 Python

  Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• airflow-maintenance-dags

  1 1,604 0.0 Python

  A series of DAGs/Workflows to help maintain the operation of Airflow

  

• Data Flow Facilitator for Machine Learning (dffml)

  0 244 9.1 Python

  The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

  

• hathor-core

  14 80 9.3 Python

  HathorNetwork's fullnode core

  

Project mention: Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core | /r/WallstreetVR | 2023-11-07

• breaking_cycles_in_noisy_hierarchies

  1 71 10.0 Python

  breaking cycles in noisy hierarchies

Project mention: Elo for VCS – Founder's Choice | news.ycombinator.com | 2023-07-12

I think that's a pretty good idea. Have you checked out the paper "Breaking Cycles in Noisy Hierarchies"? It looks pretty similar to what you're looking for and the code is open source: https://github.com/zhenv5/breaking_cycles_in_noisy_hierarchi...

• pyDag

  2 24 0.0 Python

  Scheduling Big Data Workloads and Data Pipelines in the Cloud with pyDag

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• magnus-core

  3 13 0.0 Python

  Core package of magnus

  

Python Dag related posts

• FLaNK AI Weekly 25 March 2025

  30 projects | dev.to | 25 Mar 2024

• Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core

  1 project | /r/WallstreetVR | 7 Nov 2023

• Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core

  1 project | /r/HathorNetwork | 6 Nov 2023

• Show HN: On Garbage Collection and Memory Optimization in Hamilton

  1 project | news.ycombinator.com | 24 Oct 2023

• GitHub - Qiskit/rustworkx: A high performance Python graph library implemented in Rust.

  1 project | /r/Python | 26 Sep 2023

• Show HN: Declarative Spark Transformations with Hamilton

  1 project | news.ycombinator.com | 24 Aug 2023

• rustworkx: A High-Performance Graph Library for Python

  1 project | news.ycombinator.com | 22 Aug 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 18 May 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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