coordinate-descent

There are 0 repository under coordinate-descent topic.

DANMF
benedekrozemberczki / DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec
Language:Python 201
minatosato / Lasso
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
lasso lars least-angle-regression coordinate-descent
Language:Python 68
bertini36 / GMM
Variational Inference in Gaussian Mixture Model
machine-learning probabilistic-programming probabilistic-models tensorflow edward gradient-descent coordinate-descent gaussian-mixture-models
Language:Python 56
hiroyuki-kasai / SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
optimization optimization-algorithms machine-learning-algorithms machine-learning big-data gradient-descent sparse-linear-solver sparse-regression lasso-regression lasso elasticnet solver algorithms admm proximal-algorithms proximal-operators logistic-regression matrix-completion coordinate-descent support-vector-machines
Language:MATLAB 51
IssamLaradji / BlockCoordinateDescent
Code for the paper "Let’s Make Block Coordinate Descent Go Fast"
coordinate-descent optimization
Language:Python 39
Amitha353 / Machine-Learning-Regression
Machine-Learning-Regression
simple-linear-regression multiple-regression gradient-descent coordinate-descent ridge-regre lasso-regression nearest-neighbor-search kernel-regression loss-functions bias-variance-tradeoff cross-validation generalization-error overfitting coefficient-path polynomial-regression
Language:Jupyter Notebook 15
wode0weiyi / CoordinateManager
坐标转换，包括 * 各地图API坐标系统比较与转换; * WGS84坐标系：即地球坐标系，国际上通用的坐标系。设备一般包含GPS芯片或者北斗芯片获取的经纬度为WGS84地理坐标系, * 谷歌地图采用的是WGS84地理坐标系（**范围除外）; * GCJ02坐标系：即火星坐标系，是由**国家测绘局制订的地理信息系统的坐标系统。由WGS84坐标系经加密后的坐标系。 * 谷歌**地图和搜搜**地图采用的是GCJ02地理坐标系; BD09坐标系：即百度坐标系，GCJ02坐标系经加密后的坐标系; * 搜狗坐标系、图吧坐标系等，估计也是在GCJ02基础上加密而成的。
coordinate coordinate-descent coordinate-transformation objective-c swift
Language:Objective-C 13
regularized-linear-regression-deep-dive
wyattowalsh / regularized-linear-regression-deep-dive
Explanations and Python implementations of Ordinary Least Squares regression, Ridge regression, Lasso regression (solved via Coordinate Descent), and Elastic Net regression (also solved via Coordinate Descent) applied to assess wine quality given numerous numerical features. Additional data analysis and visualization in Python is included.
regularized-linear-regression lasso-regression ridge-regression elastic-net-regression coordinate-descent optimization python jupyter-notebook ordinary-least-squares regularization regression
Language:Jupyter Notebook 13
Byzantine-resilient-distributed-learning
INSPIRE-Lab-US / Byzantine-resilient-distributed-learning
Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab
machine-learning byzantine-failures distributed-machine-learning gradient-descent coordinate-descent
Language:Python 12
tomMoral / Dicod
Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. Oudre, N. Vayatis.
convolutional-sparse-coding distributed-computing openmpi coordinate-descent
Language:Python 12
RelaxedLasso
continental / RelaxedLasso
Implementation of Relaxed Lasso Algorithm for Linear Regression.
linear-regression lasso-regression regularization lars coordinate-descent lasso relaxed-lasso relaxed
Language:Python 11
JamesYang007 / adelie
A fast and flexible Python package for solving group elastic net problems.
elastic group lasso net python310 python39 cpp17 convex-optimization coordinate-descent python311 python312
Language:C++ 7
ogunlao / foundations_of_ml
Machine Learning algorithms built from scratch for AMMI Machine Learning course
kfold-cross-validation kmeans-clustering kl-divergence linear-regression gaussian-discriminant-analysis naive-bayes-classifier coordinate-descent perceptron-learning-algorithm
Language:Jupyter Notebook 7
PABannier / sparseglm
Fast and modular solver for sparse generalized linear models
optimization coordinate-descent generalized-linear-models machine-learning sparse
Language:Rust 6
autolordz / gradient-descent-optimization
a python script of a function summarize some popular methods about gradient descent
gradient-descent optimization-algorithms least-squares math coordinate-descent adagrad momentum-strategy machine-learning matrix-factorization impute-algorithm matrix-decompositions algorithms mathematical-modelling plotly plotting-in-python simulation simulation-modeling
Language:Python 5
fby1997 / Lasso-Regression-coordinate-gradient-descent-proximal-gradient-and-ADMM-Ridge-Regression
Use Ridge Regression and Lasso Regression in prostate cancer data
lasso-regression ridge-regression admm proximal-gradient-descent coordinate-descent
Language:Python 5
stephenberg / bcd
Block coordinate descent for group lasso
multinomial-regression group-lasso logistic-regression coordinate-descent c-plus-plus r-package overlapping-groups sparse-group-lasso overlapping-group-lasso rcpp eigen
Language:C++ 5
hiroyuki-kasai / SROT
Library of Semi-Relaxed Optimal Transport
optimal-transport optimization optimization-algorithms linear-programming coordinate-descent frank-wolfe fista wasserstein-distance
3
Hui-Li / CCDPP
C++ implementation of CCD++
recommender-systems matrix-factorization coordinate-descent
Language:C++ 3
jfowkes / BCGN
Block-coordinate Gauss-Newton
coordinate-descent gauss-newton
Language:Python 2
akhileshravi / Lasso_Ridge_Regression_and_CoordinateDescent
This repository contains codes and functions for Ridge Regression (Normal Eqquation method and Coordinate Descent method) and Lasso Regression (Coordinate Descent method). There is some analysis of the preformance of these funcions/models. There is also a comparison of these with the sklearn.
regression lasso-regression ridge-regression linear-regression coordinate-descent machine-learning machine-learning-algorithms python python3
Language:Jupyter Notebook 1
John-CYHui / Coordinate-Descent-for-solving-LASSO-QP
Solving Quadratic Programming problem with LASSO constraint
coordinate-descent lasso-regression quadratic-programming
Language:R 1
dmivilensky / Accelerated-Coordinate-Descent-Method
The implementation of Coordinate Descent Method Accelerated by Universal Metaalgorithm with efficient amortised complexity of iteration & Experiments with sparse SoftMax function, where the proposed method is better than FGM
coordinate-descent softmax-function sparse-matrix
Language:Jupyter Notebook 0
gokcesucu / Machine-Learning-Lab-1
Hello! All codes belong to me. I created those codes for my Machine Learning Lab Class. Enjoy it!
machinelearningprojects gradient-descent gradient-descent-algorithm ridge lasso-regression coordinate-descent knearest-neighbor-algorithm blurred-images polynomial-regression linear-regression-models linear-regression-python stochastic-gradient-descent bold-driver backward-search gaussian-elimination-algorithm optical-character-recognition
Language:Jupyter Notebook 0
GregVial / RelaxedLasso
Implementation of Relaxed Lasso Algorithm for Linear Regression.
linear-regression lasso-regression regularization lasso coordinate-descent lars relaxed relaxed-lasso
Language:Python 0
kristogj / ai-learning-algorithms
Projects done in the AI learning algorithm class @ UCSD
nearest-neighbors coordinate-descent
Language:Python 0
linnahenry / Lasso-and-Coordinate-Descent
The lasso function (from scratch) to estimate parameters for an nxp matrix when p >> n
lasso lasso-regression coordinate-descent regression l1
0
DecisionSupportSystemsCourse
MaksymAndreiev / DecisionSupportSystemsCourse
Workshop on the course "Computer decision support systems" at V. N. Karazin Kharkiv National University
conjugate-gradient coordinate-descent fastest-descent karazin-university newtons-method python
Language:Python 0
shiv-gpt / Machine-Learning
machine-learning machine-learning-algorithms ridge-regression coordinate-descent svm svm-classifier hard-negative-mining matlab stochastic-gradient-descent
Language:MATLAB 0
southwick-dan / Convex_Optimization
Sample Convex Optimization using Gradient Descent, Newton's method and Coordinate Descent
optimization optimization-algorithms optimization-methods gradient-descent newtons-method coordinate-descent
Language:Python 0
ymalitsky / coo-pda
Code for the paper "Block-coordinate primal-dual algorithm for linearly constrained optimization problem"
optimization-algorithms convex-optimization primal-dual coordinate-descent
Language:Jupyter Notebook 0
andrijadukic / numerical-optimization
Implementations of various numerical optimization methods, written in plain Java.
coordinate-descent gradient-descent hooke-jeeves nelder-mead-simplex newton-raphson numerical-analysis numerical-optimization
Language:Java
Helga-Helga / stereo-vision
Implementation of algorithms for stereo vision
stereo-vision dynamic-programming coordinate-descent rust python depth-map
Language:Rust
ndamulelonemakh / optimization-algorithms
Implementation of optimization algorithms in python
gradient-descent from-scratch coordinate-descent conjugate-gradient-descent conjugate-gradient python optimization-algorithms
Language:Python
shah-deven / Lasso-Regression
Predicting goodness points of a wine given its reviews
coordinate-descent lasso-regression
Language:Jupyter Notebook
wmkouw / cd-powells
Powell's example of cyclic non-convergence in coordinate descent with exact minimization
optimization-algorithms coordinate-descent convergence
Language:Julia

coordinate-descent

benedekrozemberczki / DANMF

minatosato / Lasso

bertini36 / GMM

hiroyuki-kasai / SparseGDLibrary

IssamLaradji / BlockCoordinateDescent

Amitha353 / Machine-Learning-Regression

wode0weiyi / CoordinateManager

wyattowalsh / regularized-linear-regression-deep-dive

INSPIRE-Lab-US / Byzantine-resilient-distributed-learning

tomMoral / Dicod

continental / RelaxedLasso

JamesYang007 / adelie

ogunlao / foundations_of_ml

PABannier / sparseglm

autolordz / gradient-descent-optimization

fby1997 / Lasso-Regression-coordinate-gradient-descent-proximal-gradient-and-ADMM-Ridge-Regression

stephenberg / bcd

hiroyuki-kasai / SROT

Hui-Li / CCDPP

jfowkes / BCGN

akhileshravi / Lasso_Ridge_Regression_and_CoordinateDescent

John-CYHui / Coordinate-Descent-for-solving-LASSO-QP

dmivilensky / Accelerated-Coordinate-Descent-Method

gokcesucu / Machine-Learning-Lab-1

GregVial / RelaxedLasso

kristogj / ai-learning-algorithms

linnahenry / Lasso-and-Coordinate-Descent

MaksymAndreiev / DecisionSupportSystemsCourse

shiv-gpt / Machine-Learning

southwick-dan / Convex_Optimization

ymalitsky / coo-pda

andrijadukic / numerical-optimization

Helga-Helga / stereo-vision

ndamulelonemakh / optimization-algorithms

shah-deven / Lasso-Regression

wmkouw / cd-powells