GitHub

NumPy tutorials

For the rendered tutorials, see https://numpy.org/numpy-tutorials/. The goal of this repository is to provide high-quality resources by the NumPy project, both for ...
IEEE

A Novel Density Based Clustering Approach for Electricity Theft Detection

Abstract: The extensive integration of advanced metering infrastructure (AMI) has transformed the landscape of electricity consumption monitoring, providing an effective avenue to address electricity ...
IEEE

Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies

Abstract: HDBSCAN*, a state-of-the-art density-based hierarchical clustering method, produces a hierarchical organization of clusters in a dataset w.r.t. a parameter mpts. While a small change in mpts ...
GitHub

GitHub - lmcinnes/umap: Uniform Manifold Approximation and Projection

Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction. The ...