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Stefan Schroedl's Projects

gbm icon gbm

Gradient boosted models

molecule_classification icon molecule_classification

"Auto-sklearn for chemistry" - train and run machine-learned classifiers for molecular classification tasks.

pigrank icon pigrank

Apache Pig UDFs for ranking (ndcg, mrr, jaccard coefficient, cosine similarity, rank-biased overlap)

plotluck icon plotluck

R tool for automated creation of ggplots. Examines one, two, or three variables and creates, based on their characteristics, a scatter, violin, box, bar, density, hex or spine plot, or a heat map. Also automates handling of observation weights, log-scaling of axes, reordering of factor levels, and overlays of smoothing curves and median lines.

pymeter icon pymeter

Simple utilities for stream statistics and timing

tabulator icon tabulator

A set of Unix shell command line tools for quick and convenient batch processing of tabular text files (a.k.a., tab-delimited, tsv, csv, or flat data file format) with a header line. Provides column reference by name, automatic delimiter and compression detection for per-line transformations, sql-like group-by operation and relational join.

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