high-dimensional topic

List high-dimensional repositories

Clustering

134
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Implements "Clustering a Million Faces by Identity"

angel

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A Flexible and Powerful Parameter Server for large-scale machine learning

jupyterlab-hdf5

114
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Open and explore HDF5 files in JupyterLab. Can handle very large (TB) sized files, and datasets of any dimensionality

Hetu

118
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A high-performance distributed deep learning system targeting large-scale and automated distributed training.

dbMAP

46
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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

25
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12
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Particle Swarm Optimization Visualization

lattpy

36
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9
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Simple and efficient Python package for modeling d-dimensional Bravais lattices in solid state physics.

Octree

92
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11
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Octree/Quadtree/N-dimensional linear tree

hdp

28
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5
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A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method

CBOGlobalConvergenceAnalysis

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Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method