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Top 4 quantile Open-Source Projects
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t-digest
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
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tdigest
t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark (by CamDavidsonPilon)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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hermiter
Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Nonparametric Correlation (Bivariate)
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
quantile related posts
- Ask HN: How do you deal with information and internet addiction?
- Show HN: Fast estimation of quantiles, Spearman and Kendall correlation
- Monarch: Google’s Planet-Scale In-Memory Time Series Database
- Show HN: R pkg -Fast estimation of Spearman, Kendall correlation and other stats
- [Q] Estimator for pop median
- How percentile approximation works (and why it's more useful than averages)
- Reducing fireflies in path tracing
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Index
What are some of the best open-source quantile projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | t-digest | 1,918 |
| 2 | tdigest | 374 |
| 3 | EvoTrees.jl | 172 |
| 4 | hermiter | 15 |
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