vtshen

STAT4705

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

best-subset

Comparisons between best subset selection and other popular estimators for sparse regression

Cookbook

The Data Engineering Cookbook

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

emr-bootstrap-actions

This repository hold the Amazon Elastic MapReduce sample bootstrap actions

gamsel

:exclamation: This is a read-only mirror of the CRAN R package repository. gamsel — Fit Regularization Path for Generalized Additive Models. Homepage: http://arxiv.org/abs/1506.03850

higgs-kaggle

My solution to the Higgs Boson Kaggle competition: https://www.kaggle.com/c/higgs-boson

introduction-to-data-science

Course INFO 490 at UIUC

ISL_python

An Introduction to Statistical Learning with Applications in PYTHON

kaggle-prudential

longfused

High-dimensional Longitudinal Classification with the Multinomial Fused Lasso

lqa

:exclamation: This is a read-only mirror of the CRAN R package repository. lqa — Penalized Likelihood Inference for GLMs

mda

:exclamation: This is a read-only mirror of the CRAN R package repository. mda — Mixture and Flexible Discriminant Analysis

oem

Penalized least squares estimation using the oem algorithm

rfunctions

a set of R functions that I find useful

STAT6984

Advanced Statistical Computing by Prof. Gramacy

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm