- GitHub - Machine-Learning-zk-VM/ml-zkvm: ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, …

Powered by ZK - Transformed content is verified by LIFT’s decentralized AI compute layer powered by trustless and transparent ZK machine learning models. LIFT Oracles - Cross …

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Decentralized applications (Dapps), based on smart contract technology, have been increasingly applied in various fields such as healthcare, industrial IoT, agriculture, financial services, …

This section discusses how to get started with Oracle Machine Learning User Interface, and use Apache Zeppelin-based machine learning notebooks along with the OML Notebooks, where …

Machine Learning for Python (OML4Py) is a Python API that supports the machine learning process including data exploration and preparation, machine learning modeling, and solution …

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Machine Learning Services Access a full range of machine learning (ML) and generative AI innovations, including vector databases, fully integrated in Oracle’s data platforms. Work with …

Oracle Machine Learning for SQL (OML4SQL) provides scalable in-database machine learning algorithms through PL/SQL and SQL APIs. The algorithms are fast and scalable, support …

In this work, we present the first framework, ZKML, to produce ZK-SNARKs for realistic ML models, including state-of-the-art vision models, a distilled GPT-2, and the ML model powering …