POEM

Software for batch learning from bandit feedback via counterfactual risk minimization from Thorsten Joachim's Lab

SVM-struct

A software package for predicting complex outputs (e.g. trees, alignments) with Support Vector Machines from Thorsten Joachim's Lab

SVM-light

A software package for Support Vector Learning from Thorsten Joachim's Lab

Dynamic Ranking

Software for Dynamic Ranked Retrieval from Thorsten Joachim's Lab

Spectral Graph Transducer (SGT)

Software for transductive learning via spectral graph partitioning from Thorsten Joachim's Lab

PeerGrading

Online Peer Grading Service and Software

LME

Logistic Markov Embedding (LME) software developed in Thorsten Joachim's Lab

BayesOpt

Bayesian Optimization for Hyper Parameter Tuning in MATLAB

mSDA

marginalized Stacked Denoising Autoencoder (mSDA) [MATLAB, PYTHON]

LMNN2.5.1

Latest version of LMNN (includes non-linear gradient boosted LMNN).

SVEN

Support Vector Elastic Net (possibly the fastest Elastic Net / Lasso solver)

CORD

A software package for high dimensional latent variable or block covariance structure-type variable-clustering