Probabilistic Data Structures and Algorithms in Python
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Feb 24, 2020 - Python
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quantile-estimation
Here are 11 public repositories matching this topic...
Multiple quantiles estimation model maintaining non-crossing condition (or monotone quantile condition) and preventing quantile crossing using LightGBM and XGBoost
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Nov 19, 2024 - Python
An extension of Py-Boost to probabilistic modelling
machine-learning gradient-boosting-machine gamlss quantile-estimation uncertainty-estimation probabilistic-modeling multi-target-regression distributional-regression
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Jan 19, 2023 - Python
A library to compute histograms on distributed environments, on streaming data
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Mar 10, 2025 - Python
Agnostic (re)implementations (R/SAS/Python/C) of common quantile estimation algorithms.
quantile quantile-estimation agnostic-implementation ntts2017 micro-soa open-algorithm sas-quantile r-quantile c-quantile python-quantile
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Aug 31, 2020 - Python
Monotone composite quantile regression neural network (MCQRNN) with tensorflow 2.x
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Nov 27, 2025 - Python
Prometheus summary with quantiles
python prometheus quantile summary quantile-estimation time-windows prometheus-client prometheus-metrics prometheus-summary
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Apr 12, 2025 - Python
Python Implementation of Graham Cormode and S. Muthukrishnan's Effective Computation of Biased Quantiles over Data Streams in ICDE’05
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Apr 12, 2025 - Python
A q-quantile estimator for high-dimensional distributions
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Jul 30, 2018 - Python
Aioprometheus summary with quantiles
python prometheus quantile aiohttp asyncio summary quantile-estimation time-windows prometheus-metrics aioprometheus prometheus-summary
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Jun 12, 2023 - Python
A data structure for accurate on-line accumulation of rank-based statistics.
python distribution statistics clustering cffi histogram data-structures cdf quantile-estimation tdigest
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Dec 7, 2018 - Python
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