Access toolkits for data preparation, model refinement, and application development
Airflow
Apache Airflow is an open-source workflow orchestration tool for automating data pipelines. It uses Directed Acyclic Graphs (DAGs) to schedule and monitor tasks. Airflow supports extensibility with plugins and integrations.
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ARX Data Anonymization Tool
ARX is an open-source tool for data anonymization, supporting various privacy models and data transformation techniques.
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Audit 360
UX4G Audit 360 is an AI-powered tool developed by the Ministry of Electronics and Information Technology, Government of India, to audit and enhance website UX, performance, accessibility, SEO, and compliance.
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CrewAI
CrewAI is an open-source framework for orchestrating AI agents to collaborate efficiently on complex tasks.
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DVC
DVC (Data Version Control) is an open-source tool for versioning datasets, machine learning models, and pipelines. It integrates with Git to track data files efficiently. DVC enables reproducibility and collaboration in ML workflows.