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Top 4 high-dimensional open source projects

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

✭ 6,458

java scala Terra shell Jupyter Notebook Dockerfile machine-learning spark model spark-streaming online-learning parameter-server high-dimensional

Hetu

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

✭ 78

python C++Cuda c CMake shell distributed-systems data-science machine-learning deep-neural-networks deep-learning gpu autograd embeddings artificial-intelligence high-dimensional distributed-training state-of-the-art

Clustering

Implements "Clustering a Million Faces by Identity"

✭ 128

python HTML clustering clustering-algorithm high-dimensional face-verification-experiment

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 data intrinsic structure to your clustering and data visualization workflow.

✭ 39

python visualization machine-learning dimensionality-reduction nearest-neighbors single-cell graph-layout umap diffusion-process denoising high-dimensional

1-4 of 4 high-dimensional projects