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7 search results found

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).

Blockcoordinatedescent ⭐ 32

Code for the paper "Let’s Make Block Coordinate Descent Go Fast"

Variational Inference in Gaussian Mixture Model

Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. Oudre, N. Vayatis.

Relaxedlasso ⭐ 7

Implementation of Relaxed Lasso Algorithm for Linear Regression.

Gradient Descent Optimization ⭐ 5

a python script of a function summarize some popular methods about gradient descent

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