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Fabian Rathke's Projects

cellseg icon cellseg

Kaggle Data Science Bowl 2018: Score: 0.502, Place 135 out of 3634 (Top 4%)

fastlogconvdens icon fastlogconvdens

Matlab Code for the R package fmlogcondens (https://cran.r-project.org/web/packages/fmlogcondens/). Estimates a log-concave density or a mixture thereof.

fmlogcondens icon fmlogcondens

Fast multivariate log-concave density estimation in R, published on CRAN: https://cran.r-project.org/web/packages/fmlogcondens/

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

octsegmentation icon octsegmentation

Reference Code for the publication "Probabilistic Intra-Retinal Layer Segmentation in 3-D OCT Images Using Global Shape Regularization" (see http://www.sciencedirect.com/science/article/pii/S1361841514000449)

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