quantile-estimation

There are 0 repository under quantile-estimation topic.

gakhov / pdsa
Probabilistic Data Structures and Algorithms in Python
cython probabilistic-data-structures python membership cardinality rank quantile-estimation
Language:Python 114
dynahist
dynatrace-oss / dynahist
DynaHist: A Dynamic Histogram Library for Java
quantile-estimation data-sketches histogram data-structures approximation-algorithms quantiles memory-efficiency dynamic-allocation histogram-library hdrhistogram order-statistics java quantile ddsketch compression-algorithm sketches
Language:Java 42
derrickburns / tdigest
C++ version of Ted Dunning's merging t-digest
cdf dunning quantile-estimation tdigest
Language:C++ 26
StatMixedML / DGBM
Distributional Gradient Boosting Machines
distributional-regression xgboost lightgbm normalizing-flow probabilistic-modeling uncertainty-quantification quantile-estimation machine-learning gradient-boosting decision-trees
26
maki-nage / distogram
A library to compute histograms on distributed environments, on streaming data
histogram quantile-estimation percentile stream-processing streaming statistics data-summary
Language:Python 23
StatMixedML / Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
distributional-regression gamlss machine-learning multi-target-regression probabilistic-modeling quantile-estimation uncertainty-estimation gradient-boosting-machine
Language:Python 20
RedisBloom / t-digest-c
Wicked Fast, Accurate Quantiles Using 'T-Digests'
adaptive-histogram cdf histogram quantile-estimation tdigest
Language:C 13
eurostat / quantile
Agnostic (re)implementations (R/SAS/Python/C) of common quantile estimation algorithms.
quantile-estimation agnostic-implementation ntts2017 micro-soa open-algorithm quantile sas-quantile r-quantile c-quantile python-quantile
Language:Python 9
tudor1805 / sketches-cpp
C++14 port of the DDSketch distributed quantile sketch algorithm
ddsketch quantiles quantile-estimation data-science
Language:C++ 9
RefaceAI / prometheus-summary
Prometheus summary with quantiles
prometheus prometheus-client prometheus-metrics python quantile quantile-estimation summary prometheus-summary time-windows
Language:Python 5
RefaceAI / quantile-estimator
Python Implementation of Graham Cormode and S. Muthukrishnan's Effective Computation of Biased Quantiles over Data Streams in ICDE’05
quantile quantile-estimation time-windows
Language:Python 5
flyingmutant / bdigest
B-digest is a Go library for fast and memory-efficient estimation of quantiles with guaranteed relative error and full mergeability
percentile quantile quantile-estimation online-algorithms accuracy accuracy-guarantees aggregation golang
Language:Go 4
CainVampire / Paper
Some R Code for My Paper
r quantile-estimation nonparametric-regression
Language:R 3
RefaceAI / aioprometheus-summary
Aioprometheus summary with quantiles
aioprometheus prometheus prometheus-metrics prometheus-summary python quantile quantile-estimation summary aiohttp asyncio time-windows
Language:Python 3
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
kpdemetriou / tdigest-cffi
A data structure for accurate on-line accumulation of rank-based statistics.
python tdigest statistics cffi histogram distribution cdf data-structures clustering quantile-estimation
Language:Python 2
Waschmann / q-OCSVM
A q-quantile estimator for high-dimensional distributions
quantile-estimation high-dimensional q-ocsvm
Language:Python 2
aalling93 / Deep-Quantile-Regression-Synthetic-Aperture-Radar-Ship-Size
Deep Quantile Regression Synthetic Aperture Radar Ship Size
deep-learning maritime-data-science quantile-estimation sar ship-tracking synthetic-aperture-radar
Language:Jupyter Notebook 1
christiskatsouris / tailEstimates
Compute least squares estimates and IVX estimates with pairwise quantile predictive regressions (R package)
optimal-portfolio quantile-estimation covar
Language:R 1
perej1 / extreme
R package for estimation of elliptical extreme quantile regions
elliptical-distribution extreme-value-theory multivariate-statistics quantile-estimation
Language:R 1
perej1 / elliptical-sim
Simulations for an article about extreme quantile region estimation
elliptical-distribution extreme-value-theory quantile-estimation multivariate-statistics
Language:R 0
alex-krash / quantiles-benchmark
Benchmark of different quantile implementations
java benchmark quantile-estimation
Language:Java
filipecosta90 / datasketches-benchmark
An open benchmark for real-time analytics benchmark over massive data sets
big-data quantile-estimation top-k
jorislimonier / quantile-estimation
Working with real-world data to estimate confidence intervals of quantiles, using Bootstrap.
bootstrap quantile quantile-estimation confidence-intervals
Language:TeX
joshua-newhouse / dynamic-quantile
Streaming Quantile Calculation Algorithm
quantile quantile-estimation streaming
Language:Java
RobertDurfee / GreenwaldKhanna
An implementation of the Greenwald-Khanna approximate quantile streaming algorithm as a Spark user-defined aggregate function.
quantile-estimation streaming-algorithms spark-streaming spark user-defined-function user-defined-functions
Language:Scala