t-digest

There are 1 repository under t-digest topic.

tdunning / t-digest
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
accuracy online-algorithms quantile t-digest
Language:Java 1932
hrbrmstr / tdigest
Wicked Fast, Accurate Quantiles Using 't-Digests'
r rstats t-digest quantile
Language:C 37
isarn / isarn-sketches-spark
Routines and data structures for using isarn-sketches idiomatically in Apache Spark
aggregator apache-spark data-sketches data-sketching dataframe dataframes dataset datasets feature-importance pyspark python scala sketching-algorithm spark spark-ml t-digest udaf variable-importance
Language:Scala 29
poga / redis-percentile
redis module for percentile estimation
redis redis-module percentile t-digest estimation
Language:Rust 16
isarn / isarn-sketches
Sketching data structures for scala, including t-digest
algebird data-sketching numeric probability-distribution scala sketching t-digest
Language:Scala 14
erikerlandson / feature-reduction-talk
Notebook image and notebook for feature reduction talk
jupyter-notebook openshift scala feature-selection feature-engineering feature-reduction apache-spark t-digest random-forest
Language:Jupyter Notebook 6
SpirentOrion / digestible
A modern C++ implementation of a merging t-digest data structure.
cpp c-plus-plus-17 t-digest statistics cpp-17
Language:C++ 4
xeronm / rtstat
Set of algorithms, used for estimation statistic characteristics on streaming data.
quantile-estimation t-digest p-squared percentile quantile algorithm
Language:C++ 3
erikerlandson / cdf-splining-prototype
A Prototype For Fitting Monotonic Cubic Splines to a Tdigest Sketch
data-sketches monotonic-splines scala t-digest splines spline-interpolation cumulative-distribution-function density-functions
Language:Jupyter Notebook 2
erikerlandson / 1-pass-data-science
Demo notebook and data for Spark Summit Dublin 2017: One-Pass Data Science with Generative T-Digests
t-digest feature-importance variable-importance apache-spark jupyter-notebook jupyter pyspark python
Language:Jupyter Notebook 1
erikerlandson / 1-pass-variable-importance
Demo of 1-pass variable importance using t-digests
t-digest variable-importance scala apache-spark
Language:Jupyter Notebook 1
isarn / isarn-sketches-algebird-api
Type-classes to interface isarn-sketches with Algebird
aggregator algebird data-sketching isarn-sketches monoid probability-distribution probability-distributions scala sketching t-digest
Language:Scala 0