wmkouw/ssa-nlp

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MIT License
Created about 6 years ago
Updated about 5 years ago

wmkouw/ssa-nlp

wmkouw

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Sequential subspace alignment for temporal domain adaptation in natural language processing

libTLDA

Library of transfer learners and domain-adaptive classifiers.

flda

Feature-level domain adaptation

ctrl-iwxval

Controlled importance-weighted cross-validation

bayes-filters

Archive of personal implementations of various Bayesian filters.

mrai-net

MR acquisition-invariant neural network

narx-efe

An active inference agent based on expected free energy minimization with a nonlinear autoregressive exogenous model.

Jupyter Notebook

covshift-l2reg

Regularization parameter estimation under covariate shift

wmkouw.github.io

Researcher profile page

NLARX

ForneyLab.jl factor node for a nonlinear latent autoregressive model with exogenous input.

bayes-smoothers

Archive of personal implementations of various Bayesian smoothers.

cc-smoothprior

Cross-center smoothness prior for Bayesian image segmentation

actinf-acrobot

Design of an acrobot stabilization controller using active inference.

Jupyter Notebook

actinf-oscillator

Design of an oscillator position controller using active inference.

Jupyter Notebook

ae-butterflies

Nonlinear clustering of Danish butterfly specimens

vae-fg

A variational autoencoder node for factor-graphs.

Jupyter Notebook