GitHub topics: quantile-estimation
RektPunk/MQBoost
Multiple quantiles estimation model maintaining non-crossing condition (or monotone quantile condition) using LightGBM and XGBoost
Language: Python - Size: 752 KB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 32 - Forks: 6
flyingmutant/bdigest
B-digest is a Go library for fast and memory-efficient estimation of quantiles with guaranteed relative error and full mergeability
Language: Go - Size: 31.3 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1
gakhov/pdsa
Probabilistic Data Structures and Algorithms in Python
Language: Python - Size: 354 KB - Last synced at: 17 days ago - Pushed at: over 5 years ago - Stars: 129 - Forks: 19
RefaceAI/prometheus-summary
Prometheus summary with quantiles
Language: Python - Size: 38.1 KB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1
RefaceAI/quantile-estimator Fork of matttproud/python_quantile_estimation
Python Implementation of Graham Cormode and S. Muthukrishnan's Effective Computation of Biased Quantiles over Data Streams in ICDE’05
Language: Python - Size: 25.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 1
RedisBloom/t-digest-c Fork of hrbrmstr/tdigest
Wicked Fast, Accurate Quantiles Using 'T-Digests'
Language: C - Size: 250 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 4
StatMixedML/DGBM
Distributional Gradient Boosting Machines
Size: 169 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 1
maki-nage/distogram
A library to compute histograms on distributed environments, on streaming data
Language: Python - Size: 3.1 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 23 - Forks: 1
StatMixedML/Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
Language: Python - Size: 5.07 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 0
perej1/extreme
R package for estimation of elliptical extreme quantile regions
Language: R - Size: 70.3 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
christiskatsouris/tailEstimates
Compute least squares estimates and IVX estimates with pairwise quantile predictive regressions (R package)
Language: R - Size: 1.42 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1
derrickburns/tdigest
C++ version of Ted Dunning's merging t-digest
Language: C++ - Size: 28.3 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 6
dynatrace-oss/dynahist
DynaHist: A Dynamic Histogram Library for Java
Language: Java - Size: 1.84 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 45 - Forks: 9
RektPunk/l1pm
Learning Multiple Quantiles With Neural Networks with preserving monotonicity among quantiles
Language: R - Size: 15.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
afairless/bayesian_quantile_multitask_nn
Mixing, matching, and comparing Bayesian models, quantile regression, and multi-task learning
Language: HTML - Size: 1000 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
aalling93/Deep-Quantile-Regression-Synthetic-Aperture-Radar-Ship-Size
Deep Quantile Regression Synthetic Aperture Radar Ship Size
Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
Waschmann/q-OCSVM
A q-quantile estimator for high-dimensional distributions
Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0
xeronm/rtstat
Set of algorithms, used for estimation statistic characteristics on streaming data.
Language: C++ - Size: 84 KB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
RobertDurfee/GreenwaldKhanna
An implementation of the Greenwald-Khanna approximate quantile streaming algorithm as a Spark user-defined aggregate function.
Language: Scala - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
tudor1805/sketches-cpp
C++14 port of the DDSketch distributed quantile sketch algorithm
Language: C++ - Size: 39.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1
RefaceAI/aioprometheus-summary
Aioprometheus summary with quantiles
Language: Python - Size: 15.6 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
jorislimonier/quantile-estimation 📦
Working with real-world data to estimate confidence intervals of quantiles, using Bootstrap.
Language: TeX - Size: 29.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
perej1/elliptical-sim
Simulations for an article about extreme quantile region estimation
Language: R - Size: 1.05 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
kpdemetriou/tdigest-cffi
A data structure for accurate on-line accumulation of rank-based statistics.
Language: Python - Size: 9.77 KB - Last synced at: about 18 hours ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1
alex-krash/quantiles-benchmark
Benchmark of different quantile implementations
Language: Java - Size: 28.3 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
eurostat/quantile
Agnostic (re)implementations (R/SAS/Python/C) of common quantile estimation algorithms.
Language: Python - Size: 7.08 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3
filipecosta90/datasketches-benchmark
An open benchmark for real-time analytics benchmark over massive data sets
Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
