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Unlocking AIX360: A Comprehensive Guide to AI Explainability and Interpretability

by Zainul Abideen | Jul 9, 2025

Introduction to AIX360 AIX360 is an open-source toolkit designed to enhance the explainability and interpretability of AI models. With the growing reliance on AI in various sectors, understanding how these models make decisions is crucial. AIX360 provides a suite of...

Mastering lakeFS: A Comprehensive Guide to System Testing and Contribution

by Zainul Abideen | Jul 9, 2025

Introduction to lakeFS lakeFS is an innovative tool designed to manage data lakes with version control, enabling developers to treat data as code. This project provides a robust framework for system testing, ensuring that changes do not break existing functionality....

NannyML: Revolutionizing Post-Deployment Model Performance Monitoring

by Zainul Abideen | Jul 9, 2025

Introduction to NannyML NannyML is an open-source Python library designed to estimate post-deployment model performance without needing access to targets. It enables data scientists to detect data drift and intelligently link alerts back to changes in model...

Streamline Your Data Versioning with DVC: A Comprehensive Guide to the DVC Pytest Plugin

by Zainul Abideen | Jul 9, 2025

Introduction to DVC and Its Pytest Plugin The DVC (Data Version Control) pytest plugin is an essential tool for developers looking to enhance their data versioning workflows. By integrating robust testing benchmarks, DVC allows for seamless management of data science...

Enhance Speech Detection with Silero-VAD: A Comprehensive Guide to Tuning and Implementation

by Zainul Abideen | Jul 9, 2025

Introduction to Silero-VAD The Silero-VAD project is designed to enhance the quality of speech detection through a customizable Voice Activity Detection (VAD) model. Developed with the support of the Innovation Support Fund as part of the federal project on Artificial...
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