Beyza Ermis's repositories
particle-filter
multi-agent based particle filter for moving object tracking
video-summarization
sport video summarization tool
edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
Language:PythonNOASSERTION000
nlptools
A toolkit that wraps various natural language processing implementations behind a common interface.
Language:Scala000
pSGLD
Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
Language:Matlab000
SG_MCMC
Implementation of Stochastic Gradient MCMC algorithms
Language:PythonMIT000
shogun
The Shogun Machine Learning Toolbox (Source Code)
Language:C++000
variational-dropout
Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.
Language:Jupyter NotebookMIT000
vd-ard-bdl16
The code for the experiments section of the Dropout-based Automatic Relevance Determination paper at the Bayesian Deep Learning NIPS 2016 Workshop
Language:Jupyter NotebookGPL-3.0000