Laboratory for Computation, Data, and Machine Learning

info490-sp16

INFO 490: Advanced Data Science, offered in the Spring 2016 Semester at the University of Illinois

info490-sp17

Advanced Data Science, University of Illinois Spring 2017

info490-fa16

INFO 490: Foundations of Data Science, offered in the Fall 2016 Semester at the University of Illinois

info490-fa15

INFO 490: Foundations of Data Science, offered in the Fall 2015 Semester at the University of Illinois

PyIF

An open source implementation to compute bi-variate Transfer Entropy.

ML-SQL

The ML-SQL repository was created to explore and research a SQL-like language for Machine Learning.

cs199-sp17

Applied Cloud Computing - University of Illinois, Spring 2017

cs199-fa17

CS199 Applied Cloud Computing at the University of Illinois

ml-finance

UI-DataScience.github.io

Website for Data Science at the University of Illinois

accy570-fa16

ACCY 570 Fall 2016 course repository

accy571-fa16

ACCY 571 Fall 2016 course repository

Business-Analytics

Publications

Publications from the LCDM group.

docker

Projects

List of current and open projects

sml

Standard Machine Learning language

Text-Analytics

image-pz

New Image-based Pixel level Photometric Redshift Estimation

accy570-fa18

accy571-fa17

Repository for ACCY 571 (on campus) content for Fall 2017

accy575-sp18

idsi-tr

Public Repository for iDSI technical reports

iso_forest

Simple implementation of Isolation Forest

jupyterhub-lcdm

Onboarding

Detailed instructions of onboarding process to the research group

somsphere

Self Organizing Maps in python and spherical coordinates

SparsePz

Sparse Representation of Photometric Redshift PDFs

tbb

Tree Building Blocks

Tools