high-dimensional topic
Clustering
Implements "Clustering a Million Faces by Identity"
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
jupyterlab-hdf5
Open and explore HDF5 files in JupyterLab. Can handle very large (TB) sized files, and datasets of any dimensionality
Hetu
A high-performance distributed deep learning system targeting large-scale and automated distributed training.
dbMAP
A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big dat...
psoViz
Particle Swarm Optimization Visualization
lattpy
Simple and efficient Python package for modeling d-dimensional Bravais lattices in solid state physics.
Octree
Octree/Quadtree/N-dimensional linear tree
hdp
A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method
CBOGlobalConvergenceAnalysis
Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method