gregversteeg Goto Github PK
Name: Greg Ver Steeg
Type: User
Company: University of California Riverside
Bio: Associate professor at UCR
Location: Los Angeles, CA
Blog: http://gregversteeg.com
Name: Greg Ver Steeg
Type: User
Company: University of California Riverside
Bio: Associate professor at UCR
Location: Los Angeles, CA
Blog: http://gregversteeg.com
A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
Automated gene expression analysis using CorEx
The information sieve for discrete variables.
Echo Noise Channel for Exact Mutual Information Calculation
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Transforms univariate data into normally distributed data
Information-theoretic diffusion, simplified code example.
Code for Invariant Rep. Without Adversaries (NIPS 2018)
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data
The Linear Information Sieve
Non-parametric Entropy Estimation Toolbox
local non-uniformity correction for mutual information estimation
A Python front-end for the large-scale graphical LASSO optimizer BigQUIC (written in R).
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Temporal correlation explanation.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.