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Georg's Projects

coral-ordinal icon coral-ordinal

Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

foreca icon foreca

ForeCA: Forecastable Component Analysis in R

gaussianize icon gaussianize

Transforms univariate data into normally distributed data

img2vec-keras icon img2vec-keras

Image to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users

lambertw icon lambertw

LambertW R package: Lambert W x F distributions and Gaussianization for skewed & heavy-tailed data

pylambertw icon pylambertw

pylambertw - sklearn interface to analyze and gaussianize heavy-tailed, skewed data

pypress icon pypress

PRESS: Predictive State Smoothing in Python (tf.keras)

pypsps icon pypsps

Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

top2vec icon top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

torchlambertw icon torchlambertw

Lambert W function and Lambert W x F distributions in pytorch

xgboostlss icon xgboostlss

An extension of XGBoost to probabilistic modelling

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