t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark
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May 4, 2023 - Python
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quantile
Here are 22 public repositories matching this topic...
weighted quantiles with Python
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May 26, 2021 - 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
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
The code for Quantile-Quantile Embedding (QQE).
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Jul 12, 2021 - Python
A fast nanquantile implementation
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Sep 26, 2024 - Python
Accompanying repository for the paper "Probabilistic Calibration by Design for Neural Network Regression" (AISTATS 2024).
neural-network regression quantile uncertainty calibration regularization uncertainty-quantification post-hoc recalibration
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Jan 18, 2025 - 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
Distributions visualized
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Dec 21, 2020 - Python
Geometric distribution median.
nodejs javascript distribution node statistics stdlib location quantile stats order node-js discrete parameter percentile dist median geometric univariate memoryless life-time
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Sep 9, 2025 - Python
Degenerate distribution median.
nodejs javascript distribution node statistics stdlib location quantile stats node-js discrete parameter percentile dist median univariate degenerate point-mass
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May 30, 2025 - Python
Degenerate distribution quantile function.
nodejs javascript distribution node statistics stdlib probability quantile stats node-js cdf prob constant inverse dist cumulative degenerate point-mass
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Sep 15, 2025 - Python
QpiGNN: Quantile-Free Uncertainty Quantification in Graph Neural Networks
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Sep 23, 2025 - Python
Bernoulli distribution median.
nodejs javascript distribution node statistics stdlib location quantile stats order node-js discrete parameter percentile dist median bernoulli binomial univariate
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Apr 19, 2025 - Python
Binomial distribution median.
nodejs javascript distribution node statistics stdlib location quantile stats node-js discrete percentile dist center bernoulli exponential-family binomial binom successes independent-trials
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Jun 2, 2025 - Python
Privacy-preserving ROC/PR curve approximation for federated learning.
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Sep 28, 2025 - Python
Bradford distribution median.
nodejs javascript distribution node statistics stdlib quantile stats node-js continuous percentile dist median bradford skewed
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Jun 29, 2025 - Python
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