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Yongseok Paul Soh's Projects

alto-1 icon alto-1

A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.

bib icon bib

personal bibliography

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

eals icon eals

A Python implementation of the element-wise alternating least squares (eALS) for fast online matrix factorization proposed by arXiv:1708.05024

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fft icon fft

fast fourier transforms

flowise icon flowise

Drag & drop UI to build your customized LLM flow

implicit icon implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

libxsmm icon libxsmm

Library targeting Intel Architecture for specialized dense and sparse matrix operations, and deep learning primitives.

planc icon planc

Distributed NMF/NTF Library

splatt icon splatt

The Surprisingly ParalleL spArse Tensor Toolkit.

ypsoh.github.io icon ypsoh.github.io

Create a β€œsimple” CV with Markdown and YAML that, via Pandoc, gets converted into a pdf and webpage.

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