quantile-estimation
There are 31 repositories under quantile-estimation topic.
gakhov/pdsa
Probabilistic Data Structures and Algorithms in Python
dynatrace-oss/dynahist
DynaHist: A Dynamic Histogram Library for Java
RektPunk/MQBoost
Multiple quantiles estimation model maintaining non-crossing condition (or monotone quantile condition) using LightGBM and XGBoost
derrickburns/tdigest
C++ version of Ted Dunning's merging t-digest
StatMixedML/DGBM
Distributional Gradient Boosting Machines
StatMixedML/Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
maki-nage/distogram
A library to compute histograms on distributed environments, on streaming data
RedisBloom/t-digest-c
Wicked Fast, Accurate Quantiles Using 'T-Digests'
eurostat/quantile
Agnostic (re)implementations (R/SAS/Python/C) of common quantile estimation algorithms.
RefaceAI/prometheus-summary
Prometheus summary with quantiles
RektPunk/mcqrnn
Monotone composite quantile regression neural network (MCQRNN) with tensorflow 2.x.
tudor1805/sketches-cpp
C++14 port of the DDSketch distributed quantile sketch algorithm
RefaceAI/quantile-estimator
Python Implementation of Graham Cormode and S. Muthukrishnan's Effective Computation of Biased Quantiles over Data Streams in ICDE’05
flyingmutant/bdigest
B-digest is a Go library for fast and memory-efficient estimation of quantiles with guaranteed relative error and full mergeability
CainVampire/Paper
Some R Code for My Paper
christiskatsouris/tailEstimates
Compute least squares estimates and IVX estimates with pairwise quantile predictive regressions (R package)
RefaceAI/aioprometheus-summary
Aioprometheus summary with quantiles
xeronm/rtstat
Set of algorithms, used for estimation statistic characteristics on streaming data.
kpdemetriou/tdigest-cffi
A data structure for accurate on-line accumulation of rank-based statistics.
RektPunk/l1pm
[JCGS 2021] Official Implement of the paper "Learning Multiple Quantiles With Neural Networks"
Waschmann/q-OCSVM
A q-quantile estimator for high-dimensional distributions
aalling93/Deep-Quantile-Regression-Synthetic-Aperture-Radar-Ship-Size
Deep Quantile Regression Synthetic Aperture Radar Ship Size
perej1/extreme
R package for estimation of elliptical extreme quantile regions
afairless/bayesian_quantile_multitask_nn
Mixing, matching, and comparing Bayesian models, quantile regression, and multi-task learning
perej1/elliptical-sim
Simulations for an article about extreme quantile region estimation
alex-krash/quantiles-benchmark
Benchmark of different quantile implementations
filipecosta90/datasketches-benchmark
An open benchmark for real-time analytics benchmark over massive data sets
jorislimonier/quantile-estimation
Working with real-world data to estimate confidence intervals of quantiles, using Bootstrap.
joshua-newhouse/dynamic-quantile
Streaming Quantile Calculation Algorithm
NynsenFaber/Quantile_estimation_with_adaptive_LDP
Repository for the experiments in the article "Lightweight Protocols for Distributed Private Quantile Estimation"
RobertDurfee/GreenwaldKhanna
An implementation of the Greenwald-Khanna approximate quantile streaming algorithm as a Spark user-defined aggregate function.