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Mao-Lin Li's Projects

mf-pytorch icon mf-pytorch

Matrix Factorization reimplementation with pytorch

mfm-mtmv icon mfm-mtmv

Multilinear Factorization Machines for multi-task multi-view learning

minirocket icon minirocket

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

nebullvm icon nebullvm

Accelerate AI models leveraging best-of-breed optimization techniques 🚀

nimfa icon nimfa

Nimfa: Nonnegative matrix factorization in Python

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

notears icon notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

pandas-videos icon pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

poismf icon poismf

(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)

polylearn icon polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.

powerwalk icon powerwalk

Personalized PageRank (PPR) on GraphLab PowerGraph

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

pwntools icon pwntools

CTF framework and exploit development library

pycp_apr icon pycp_apr

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR is a library that can perform non-negative Poisson Tensor Factorization on GPU. pyCP_APR also includes an interface for anomaly detection using tensor factorization.

pyitlib icon pyitlib

A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.

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