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a5g

bayesiannetwork

Bayesian Network Modeling and Analysis

biglasso

biglasso: Extending Lasso Model Fitting to Big Data in R

bigmemory

blitzl1

Fast, principled L1-regularized loss minimization

blockcoordinatedescent

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

bnstruct

R package for Bayesian Network Structure Learning

ccdralgorithm

Structure learning for Bayesian networks using the CCDr algorithm.

celer

Fast solver for the Lasso

copytranslator

Foreign language reading and translation assistant based on copy and translate.

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

gap_safe_rules

gapsafe_sgl

GAP Safe Screening Rules for Sparse-Group Lasso.

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

graphviz4matlab

Matlab interface to Graphviz graph layout package. Allows interactive editing of the resulting graphs.

gsgbn

Learning Sparse Gaussian Bayesian Network Structure by Variable Grouping

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lightning

Large-scale linear classification, regression and ranking in Python

lime

Lime: Explaining the predictions of any machine learning classifier

lime-experiments

Code for all experiments.

networkx

Official NetworkX source code repository.

pgmpy

Python Library for Probabilistic Graphical Models

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

s3fs

Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling (ICML 2016)

s3fs-1

Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling (ICML 2016)

scikit-learn

scikit-learn: machine learning in Python

sifs

smoothed_concomitant_lasso

sparsebn-reproduce

spoon-knife

This repo is for demonstration purposes only.