Popular GitHub Repositories for Dag

An open-source runtime for composable workflows. Great for AI agents and CI/CD.

A scalable inference server for models optimized with OpenVINO?

Blackdagger is a DAG-based automation tool specifically used in DevOps, DevSecOps, MLOps, MLSecOps, and Continuous Red Teaming (CART).

Build AI Agents with Your Existing Python Code!

Data Augmentation optimized for GAN

A Python pipeline tool and plugin ecosystem for processing technical documents. Process papers from arXiv, SemanticScholar, PDF, with GROBID, LangChain, listen as podcast. Customize your own pipelines.

Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documentation site with more details and demo:

Airflow POC demo : 1) env set up 2) airflow DAG 3) Spark/ML pipeline | #DE

Nonnegative matrix factorization with DAG constraints. A probabilistic formulation, variational learning.

LangDAG is a specialized orchestration framework for building LLM (Large Language Model) agent workflows using DAGs(Directed Acyclic Graphs), written in Python.

The project builds a Bayesian Network using pressure sensor data to detect pipe leaks, employing probabilistic reasoning to determine the likelihood of leaks based on sensor readings. It involves loading dataset, defining network structure, calculating CPDs, adding them to model, and using Variable Elimination algorithm for inference

A collection of the assignments in the course advanced machine learning

The Learning App is designed to provide a personalized educational experience. Users can input links to resources they want to learn from, and the LLM will update its knowledge base accordingly. The app offers various features, including reading generated pages, learning through video lectures, taking tests, and chatting with the AI.

Stepflux - A platform, built on AWS, to programmatically author, schedule, and monitor workflows