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zshwuhan's Projects

lad icon lad

Laplacian Change Point Detection for Dynamic Graphs (KDD 2020)

lda-svi icon lda-svi

an implementation of latent Dirichlet allocation (LDA) with stochastic variational inference

lda4rec icon lda4rec

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

lda_cavi icon lda_cavi

Implementation of Coordinate Ascent Variational Inference (CAVI) for Latent Dirichlet Allocation (LDA)

lda_thesis icon lda_thesis

Hierarchical, multi-label topic modelling with LDA

learning-from-defaults icon learning-from-defaults

Implementation of algorithms from: O. Kuzelka, J. Davis and S. Schockaert, Learning Possibilistic Logic Theories from Default Rules, IJCAI 2016

ler icon ler

Laplacian Eigenmaps for Regression

lftm icon lftm

Improving Topic Models with Latent Feature Word Representations

libact icon libact

Pool-based active learning in Python

libfm icon libfm

Library for factorization machines

liblinear icon liblinear

Weston Watkins linear multiclass SVM extension for the popular LIBLINEAR library.

libmfcc icon libmfcc

Automatically exported from code.google.com/p/libmfcc

librec icon librec

LibRec: A Leading Java Library for Recommender Systems, see

libsdca icon libsdca

Multiclass classification based on stochastic dual coordinate ascent

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

linalg icon linalg

常用线性代数算法的python实现。包括lu、svd、qr、diagonalization、inv、pinv、lstsq、solve Ax、solve nullspace

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