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Top 9 Python Dag Projects
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Scout Monitoring
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pgmpy
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
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Data Flow Facilitator for Machine Learning (dffml)
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.
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hathor-core
Hathor core is the official and reference client for operating a full node in Hathor Network.
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InfluxDB
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.
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An integral part of an ML project is data acquisition and data transformation into the required format. This involves creating ETL (extract, transform, load) pipelines and running them periodically. Airflow is an open source platform that helps engineers create and manage complex data pipelines. Furthermore, the support for Python programming language makes it easy for ML teams to adopt Airflow.
Project mention: Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core | /r/WallstreetVR | 2023-11-07
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...
Email: [email protected]
I’m currently working as a Software Engineer, with a focus on performance and speed for deep learning models in production. I'm one of the maintainers of https://github.com/mindee/tawazi, and I'm heavily interested in low level, reverse engineering as well as open source. Two of my current projects are a cython header generator written in python based on Lex/Yacc (https://github.com/MattCrmx/cyheadgen/) and a file descriptor leak monitoring (https://github.com/MattCrmx/fd-watcher/)
If your company matches one or more of these interests, I'll be happy to hear about it !
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Dag discussion
Python Dag related posts
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FLaNK AI Weekly 25 March 2025
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Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core
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Cryptocurrency News: Hathor Releases v0.57.0 · HathorNetwork/hathor-core
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Show HN: On Garbage Collection and Memory Optimization in Hamilton
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GitHub - Qiskit/rustworkx: A high performance Python graph library implemented in Rust.
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Show HN: Declarative Spark Transformations with Hamilton
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rustworkx: A High-Performance Graph Library for Python
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 17 Jun 2024
Index
What are some of the best open-source Dag projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Airflow | 35,036 |
| 2 | pgmpy | 2,636 |
| 3 | airflow-maintenance-dags | 1,616 |
| 4 | Data Flow Facilitator for Machine Learning (dffml) | 244 |
| 5 | hathor-core | 82 |
| 6 | breaking_cycles_in_noisy_hierarchies | 71 |
| 7 | tawazi | 66 |
| 8 | pyDag | 24 |
| 9 | magnus-core | 13 |
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