GitHub

ManagedCode.Umap

This is a modernised ManagedCode-maintained reimplementation of the JavaScript version, which was based upon the Python version. "Uniform Manifold Approximation and Projection (UMAP) is a dimension ...
GitHub

A minimal, secure Python interpreter written in Rust for use by AI.

Experimental - This project is still in development, and not ready for the prime time. A minimal, secure Python interpreter written in Rust for use by AI. Monty avoids the cost, latency, complexity ...
IEEE

DynaMI: Dynamic Membership Inference via Adaptive Manifold Perturbations

Abstract: Membership inference (MI) attacks pose significant privacy threats to machine learning models by determining whether specific data points were used during training. Existing MI methods rely ...
IEEE

Comparison of Lung Cancer Prediction Using Deep Learning and Machine Learning with UMAP Technique

Abstract: This Lung Cancer (LC) has often been identified as one of the deadliest diseases in human history. Among all the cancers, it is also one of the most prevalent and deadly. LC cases are rising ...