Laboratory for Computation, Data, and Machine Learning

PyIF

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

Publications

Publications from the LCDM group.

sml

Standard Machine Learning language

accy570-fa18

accy571-fa17

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

accy575-sp18

jupyterhub-lcdm

cs199-fa17

CS199 Applied Cloud Computing at the University of Illinois

info490-sp17

Advanced Data Science, University of Illinois Spring 2017

docker

ml-finance

idsi-tr

Public Repository for iDSI technical reports

cs199-sp17

Applied Cloud Computing - University of Illinois, Spring 2017

accy570-fa16

ACCY 570 Fall 2016 course repository

info490-fa16

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

accy571-fa16

ACCY 571 Fall 2016 course repository

somsphere

Self Organizing Maps in python and spherical coordinates

Projects

List of current and open projects

iso_forest

Simple implementation of Isolation Forest

SparsePz

Sparse Representation of Photometric Redshift PDFs

tbb

Tree Building Blocks

ML-SQL

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

Onboarding

Detailed instructions of onboarding process to the research group

info490-fa15

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

image-pz

New Image-based Pixel level Photometric Redshift Estimation

Text-Analytics

UI-DataScience.github.io

Website for Data Science at the University of Illinois

info490-sp16

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

Business-Analytics

Tools