Recent Releases of OnlineStats.jl

OnlineStats.jl - v1.7.2

OnlineStats v1.7.2

Diff since v1.7.1

Merged pull requests: - Mention StreamSampling.jl in ReservoirSample docstring (#292) (@Tortar) - Expose extrema of OrderStats (#297) (@mkitti) - Create dependabot.yml and update action versions (#298) (@abhro) - Bump julia-actions/setup-julia from 1 to 2 (#299) (@dependabot[bot]) - Add StatsBase.jl to docs/Project.toml (#300) (@abhro) - Bump actions/checkout from 4 to 5 (#301) (@dependabot[bot])

Closed issues: - when fit!-ing a Group to a NamedTuple, the names are ignored (#278) - Pretty printing is unpretty inside DataFrame (#281)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] 6 months ago

OnlineStats.jl - v1.7.1

OnlineStats v1.7.1

Diff since v1.7.0

Closed issues: - Julia VS Code extension reports "Possible method call error" for fit! (#268) - Defining Group size programmatically (#289) - Iterative fitting for CCIPCA not implemented? (#290)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 1 year ago

OnlineStats.jl - v1.7.0

OnlineStats v1.7.0

Diff since v1.6.3

Merged pull requests: - CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#267) (@github-actions[bot]) - fix type stability in autocov and add a unit test (#270) (@vandenman) - Fix documentation of FastForest keyword args (#286) (@cmcaine)

Closed issues: - Possible type instability in OnlineStatsBase.jl (#265) - _fit! on AutoCov is not type stable (#269) - Extract field of an observation before feeding an OnlineStats - ValueExtractor wrapper (#271) - Using StatLag without depending on OnlineStats (just OnlineStatsBase) (#273) - ExtremeValues doesn't work (#274) - Odd interaction of Group with broadcast (#275) - [speculative] NullStat (#276) - Plot of GroupBy of HeatMap fails (#277) - Documentation Request: List which Monoids support merge (#279) - Support keys and values on GroupBy (#282) - Bug: Y-Marginals for heatmap are wrong (#283) - Allow counts argument in fit! (#284) - Suggestions for OnlineStats v2 (#285) - Standard Deviation - StdDev (#287) - Integrate StreamSampling in OnlineStats (#288)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 2 years ago

OnlineStats.jl - v1.6.3

OnlineStats v1.6.3

Diff since v1.6.2

Closed issues: - Folds OnlineStats Unitful combination (#263) - MovingWindow raises a BoundsError (#264)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 2 years ago

OnlineStats.jl - v1.6.2

OnlineStats v1.6.2

Diff since v1.6.1

Closed issues: - Best practices for high online statistics for many parameters (#261)

Merged pull requests: - WIP: Convenience typing constructors (#258) (@Crown421)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 2 years ago

OnlineStats.jl - v1.6.1

OnlineStats v1.6.1

Diff since v1.6.0

Merged pull requests: - Small fixes for FitMvNormal (#257) (@Crown421)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 3 years ago

OnlineStats.jl - v1.6.0

OnlineStats v1.6.0

Diff since v1.5.14

Closed issues: - hyperloglog sketches (#253)

Merged pull requests: - CompatHelper: add new compat entry for "StatsFuns" at version "1.0" (#250) (@github-actions[bot]) - CompatHelper: add new compat entry for "Distributions" at version "0.25" (#251) (@github-actions[bot]) - CompatHelper: add new compat entry for "SpecialFunctions" at version "2.1" (#252) (@github-actions[bot]) - added simple classify method for kmeans (#255) (@ExpandingMan)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 3 years ago

OnlineStats.jl - v1.5.14

OnlineStats v1.5.14

Diff since v1.5.13

Closed issues: - Odd Quantile results: (#142) - Streaming algorithm for the median problem (#239) - Regression in #206? Unitful support question (#240) - How can I reproduce the result in banner? (#241) - Bug: Counter T does not work with abstract types like Any (#242) - OnlineStats.variation function mentioned in docs but no longer available (#243) - HeatMap plot does not work when using plotlyjs (#244)

Merged pull requests: - CompatHelper: bump compat for "AbstractTrees" to "0.4" (#248) (@github-actions[bot]) - Bump version (#249) (@findmyway)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 3 years ago

OnlineStats.jl - v1.5.13

OnlineStats v1.5.13

Diff since v1.5.12

Closed issues: - Online Pearson correlation coefficient (#235) - Count statistic (#238)

Merged pull requests: - tried to make StatLearn more discoverable in docs (#236) (@ExpandingMan) - ReservoirSample with generic type (#237) (@brucala)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 4 years ago

OnlineStats.jl - v1.5.12

OnlineStats v1.5.12

Diff since v1.5.11

Closed issues: - Gaussian Filters i.e. Kalman Filters (#233)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 4 years ago

OnlineStats.jl - v1.5.11

OnlineStats v1.5.11

Diff since v1.5.10

Closed issues: - This code in the Group doc fails (#230) - Is it possible to compute stats grouped by a column? (#231) - Documentation hard to read with Chrome in DarkMode (#232)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 4 years ago

OnlineStats.jl - v1.5.10

OnlineStats v1.5.10

Diff since v1.5.9

Closed issues: - Partition doc string error or possibly just unclear (#227)

Merged pull requests: - Update bigdata.md (#228) (@r2cp) - LogSumExp (#229) (@cscherrer)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 4 years ago

OnlineStats.jl - v1.5.9

OnlineStats v1.5.9

Diff since v1.5.8

Closed issues: - can i tallk to OnlineStats.jl with api like from R, python (#224) - OnlineStats can't be precompiled (#225) - Must the datum be iterable? (#226)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 5 years ago

OnlineStats.jl - v1.5.8

OnlineStats v1.5.8

Diff since v1.5.7

Merged pull requests: - MassInstallAction: Install the TagBot workflow on this repository (#221) (@joshday) - Fix inequality in reservoir sampling (#222) (@Drvi)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] about 5 years ago

OnlineStats.jl - v1.5.7

OnlineStats v1.5.7

Diff since v1.5.6

Closed issues: - Variance is not type stable (#217) - Merging histograms does not merge out (#218)

Merged pull requests: - Merge histograms and add out array (#219) (@lyon-fnal)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 5 years ago

OnlineStats.jl - v1.5.6

OnlineStats v1.5.6

Diff since v1.5.5

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 5 years ago

OnlineStats.jl - v1.5.5

OnlineStats v1.5.5

Diff since v1.5.4

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 5 years ago

OnlineStats.jl - v1.5.4

OnlineStats v1.5.4

Diff since v1.5.3

Closed issues: - improved HyperLogLog estimator (#177) - Variance with Unitful values (#206) - HyperLogLog algorithm used and paper link (#208) - Documentation out of date? (#211) - Docs say Hist(::Int) should work. (#214)

Merged pull requests: - Link ThreadsX.jl (#207) (@tkf) - Use Period in MovingTimeWindow (#209) (@JoaoAparicio) - fix HyperLogLog leading zeros (#212) (@brucala) - improved HyperLogLog estimator (#213) (@brucala)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] over 5 years ago

OnlineStats.jl - v1.5.3

OnlineStats v1.5.3

Diff since v1.5.2

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.5.2

OnlineStats v1.5.2

Diff since v1.5.1

Closed issues: - Bug in KHist cdf (#182) - Initialization of Quantile (#204)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.5.1

OnlineStats v1.5.1

Diff since v1.5.0

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.5.0

OnlineStats v1.5.0

Diff since v1.4.1

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.4.1

OnlineStats v1.4.1

Diff since v1.4.0

Closed issues: - Smarter Plotting (#120)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.4.0

OnlineStats v1.4.0

Diff since v1.3.1

Closed issues: - Generalize KHistBin.count :: OnlineStat{T} instead of Int (#153) - ExpandHist does not update counts on expand! (#154) - How to remove observations? (#201)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.3.1

OnlineStats v1.3.1

Diff since v1.3.0

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.3.0

OnlineStats v1.3.0

Diff since v1.2.0

Closed issues: - Can no longer build OnlineStats (#184) - error in Lag's docstring (#185) - Online PCA algorithms? (#189) - heatmap has axes swapped (#193) - Example for IndexedPartition does not work (#195) - Export Weight? (#198)

Merged pull requests: - CompatHelper: bump compat for "StatsBase" to "0.33" (#186) (@github-actions[bot]) - CompatHelper: bump compat for "LearnBase" to "0.3" (#187) (@github-actions[bot]) - CompatHelper: bump compat for "RecipesBase" to "1.0" (#188) (@github-actions[bot]) - CCIPCA algorithm for online PCA (#190) (@robertfeldt) - CompatHelper: bump compat for "LossFunctions" to "0.6" (#191) (@github-actions[bot]) - CompatHelper: bump compat for "PenaltyFunctions" to "0.2" (#192) (@github-actions[bot]) - CompatHelper: bump compat for "LearnBase" to "0.4" (#194) (@github-actions[bot])

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.2.0

OnlineStats v1.2.0

Diff since v1.1.0

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.1.0

OnlineStats v1.1.0

Diff since v1.0.4

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.0.4

OnlineStats v1.0.4

Diff since v1.0.3

Closed issues: - How to remove stats from loop? (#181)

Merged pull requests: - Install TagBot as a GitHub Action (#179) (@JuliaTagBot)

Scientific Software - Peer-reviewed - Julia
Published by github-actions[bot] almost 6 years ago

OnlineStats.jl - v1.0.3

v1.0.3 (2020-02-07)

Diff since v1.0.2

Closed issues:

  • Stress that fit! is an update in the docs (#176)
  • Extract stats from series (#175)
  • References for algorithms (#166)
  • MVs or Groups for Correlations (#101)

Merged pull requests:

  • CompatHelper: bump compat for "RecipesBase" to "0.8" (#178) (github-actions[bot])
  • CompatHelper: add new compat entry for "LearnBase" at version "0.2" (#174) (github-actions[bot])
  • CompatHelper: add new compat entry for "PenaltyFunctions" at version "0.1" (#173) (github-actions[bot])
  • CompatHelper: add new compat entry for "Reexport" at version "0.2" (#172) (github-actions[bot])
  • CompatHelper: add new compat entry for "SweepOperator" at version "0.3" (#171) (github-actions[bot])
  • CompatHelper: add new compat entry for "RecipesBase" at version "0.7" (#170) (github-actions[bot])
  • CompatHelper: add new compat entry for "StatsBase" at version "0.32" (#169) (github-actions[bot])
  • CompatHelper: add new compat entry for "OrderedCollections" at version "1.1" (#168) (github-actions[bot])
  • CompatHelper: add new compat entry for "LossFunctions" at version "0.5" (#167) (github-actions[bot])

Scientific Software - Peer-reviewed - Julia
Published by julia-tagbot[bot] about 6 years ago

OnlineStats.jl - v1.0.2

v1.0.2 (2019-10-22)

Diff since v1.0.1

Closed issues:

  • KMeans implementation problem (#163)

Scientific Software - Peer-reviewed - Julia
Published by julia-tagbot[bot] over 6 years ago

OnlineStats.jl - v1.0.1

v1.0.1 (2019-10-13)

Diff since v1.0.0

Closed issues:

  • KMeans example in documentation doesn't work (#161)
  • Issue with reduce with named columns in JuliaDB (#160)
  • IndexedPartition use T=Number default (#159)
  • BoundsError when training FastForest (#150)
  • 2D histograms (#148)
  • Regression with Mixed Effects using OnlineStats.jl? (#140)
  • Add function to merge many series (#114)
  • StackOverflowError while calculating quantiles via JuliaDB (#113)

Merged pull requests:

  • Fixed docs examples to explicitly iterate over observation rows (#162) (grahamas)
  • Update partition.jl (#157) (musm)

Scientific Software - Peer-reviewed - Julia
Published by julia-tagbot[bot] over 6 years ago

OnlineStats.jl - v1.0.0

v1.0.0 (2019-09-05)

Diff since v0.25.0

Closed issues:

  • Regression results not right (#155)
  • Function print_stat_tree not defined for KMeans (#151)

Merged pull requests:

  • minor language edits (#156) (Hua-Zhou)
  • fixed issue#151 (#152) (alesasse)
  • Add midpoint method for TimeType (#149) (pshashk)

Scientific Software - Peer-reviewed - Julia
Published by julia-tagbot[bot] over 6 years ago

OnlineStats.jl - v0.25.0

Scientific Software - Peer-reviewed - Julia
Published by julia-tagbot[bot] almost 7 years ago

OnlineStats.jl -

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 7 years ago

OnlineStats.jl -

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 7 years ago

OnlineStats.jl - Updates

Moved some things over to OnlineStatsBase.

Scientific Software - Peer-reviewed - Julia
Published by joshday about 7 years ago

OnlineStats.jl - Bug fixes

Scientific Software - Peer-reviewed - Julia
Published by joshday about 7 years ago

OnlineStats.jl - Better Extrema

Scientific Software - Peer-reviewed - Julia
Published by joshday about 7 years ago

OnlineStats.jl - bugfixes

bugfixes and tests

Scientific Software - Peer-reviewed - Julia
Published by joshday about 7 years ago

OnlineStats.jl - More Parameterized types

  • Mean, Variance, and CovMatrix

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - Bug fixes

bug fixes and cleanup

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - Bug fix

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - Move iteration stuff to OnlineStatsBase

plus general cleanup.

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - New merge interface

merge! -> _merge!

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - 0.7-ready

Add more to REQUIRE file

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - bug fixes

bug fixes

Scientific Software - Peer-reviewed - Julia
Published by joshday over 7 years ago

OnlineStats.jl - small updates

small updates

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 8 years ago

OnlineStats.jl - Precompilation

Precompilation and workaround for CircularBuffer bug

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 8 years ago

OnlineStats.jl - updates

updates now that SpecialFunctions is no longer in StatsBase

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 8 years ago

OnlineStats.jl - redesign

redesign

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 8 years ago

OnlineStats.jl - Updates to interface

  • Remove underscore methods from OnlineStatsBase interface.

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 8 years ago

OnlineStats.jl - Lots of bug fixes

  • mainly stuff for JuliaDB integration

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - Minor updates

  • bug fixes

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - Minor update

  • Bug fixes
  • More tests
  • Change representation of CountMap

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - ScalarOb -> Any

  • Anything not in an AbstractArray, Tuple, or NamedTuple is considered to be "one thing"
  • bug fixes

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - AbstractSeries and More

  • AbstractSeries and AugmentedSeries for filtering/transforming input.
  • IndexedPartition for partitioning over an index variable.
  • Plot recipes for Partition types

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - Add Partition and Group

plus some bug fixes.

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - OnlineStats: Christmas Eve Version

  • simplified handling of weights
  • reorganized histogram code
  • add Partition
  • bug fixes and more tests

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - Various updates

PQuantile and more

Scientific Software - Peer-reviewed - Julia
Published by joshday about 8 years ago

OnlineStats.jl - Updated show method and small bug fixes

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Updates for light(er)weight OnlineStatsBase

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - minor updates

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Updates for new OnlineStatsBase

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Move Series into OnlineStatsBase

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Change to weights

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl -

  • Moved Weight types into OnlineStatsBase
  • add precompilation

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl -

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Fix for name collision between LearnBase and Distributions

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl -

Scientific Software - Peer-reviewed - Julia
Published by joshday over 8 years ago

OnlineStats.jl - Reorganization for Julia 0.6

Changes: - Remove Weight types from individual OnlineStats - New type Series now tracks 1) Weight and 2) an OnlineStat or a tuple of OnlineStats - Most usage of OnlineStats should be done through Series - All new tests (more/better coverage) - updated docs - Change abstract type OnlineStat{I} to OnlineStat{I, O} - I is input dimension of data (0=scalar, 1=vector, etc.) - O is the number of dimensions of the output (value(s)) - Vastly simplified Bootstrap code. - Removing Means, Variances, etc. in favor of a new MV type - Means(5) is now MV(5, Mean())

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 9 years ago

OnlineStats.jl - Last release before making the switch to 0.6

Bug fixes and a few small features added since the last release.

Scientific Software - Peer-reviewed - Julia
Published by joshday almost 9 years ago