Release 0.6.0

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.6.0

0.6.0 (Released 2025-1-7)

• Additions:
  • [#7aa79c61] add multinomial distribution
  • [#bb43b03b] add Normalized Mutual Information #313
  • [#4b6f1cf7] add KNN classifier
  • [#9ba92b6f] add minkowski distance
  • [#65a0a690] add Bezier interpolation
  • [#b7792aeb] add hamming distance functions
  • [#414d461e] add cubic spline with slopes
  • [#6a9038e9] add interpolation differentiation add interpolation integration
  • [#8fb5d6dd] add step interpolation
  • [#f7a32615] rewrite kendall add tauc and taua variants
  • [#57f89394] add Generalised Linear Models to FSharpStats (#334)
• Bugfixes:
  • [#63d8aa19] fix setColM as seen in #315
  • [#0ac2a52d] fix Akima interpolation slope calculation
  • [#73937671] fix JaggedCollection.transpose
  • [#2262dff8] fix compiler warnings
  • [#d6034f80] fix Seq.mean parameter name
• Docu:
  • [#59eaf551] add step interpolation docu
  • [#557ee8ab] add multinomial docu
  • [#b0c973ac] update Random docs
  • [#d086f3d5] update Interval docs
• Rework
  • [#d086f3d5] rename Imputation module
  • [#13294547] remove AutoOpen on Seq, List and Array modules #333

Release 0.5.0

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.5.0

0.4.11+0c6567d4 (Released 2023-2-6)

• add various XML comments in Interpolation and Fitting modules
• BREAKING: major refactor of Fitting and Interpolation module
  • separate CubicSpline.Simple and CubicSpline.Akima
  • rename coefficient to fit and fit to predict
• addition of LinearRegression and Interpolation type
• [#8ab0975] addition of clamped cubic spline
• [#e884a75e] update FSharpAux version
• update interval type

Release 0.4.11

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.11

0.4.11+0c6567d4 (Released 2023-2-6)

• Additions:
  • latest commit #0c6567d4
  • [#ad67e226] add quantile normalization
  • [#71130762] add SAM individual features
  • [#0c6567d4] add matrix reader #185
• Deletions:
  • [#0726f42e] remove duplicate tests
• Bugfixes:
  • [#9f350419] fix SAM permutation #243
• Documentation
  • [#e7b81c1a] add normalization documentation closes #202

Release 0.4.10

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.10

0.4.10+278bd95a (Released 2023-1-25)

• Additions:
  • latest commit #278bd95a
  • [#278bd95a] update median of ratios results type
  • [#f73b05fc] update SAM
  • [#b3714f23] update PCA deviation determination
  • [#27c92191] add logNormal nonlinear Model

Release 0.4.9

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.9

0.4.9+b74ecf29 (Released 2022-11-18)

• Additions:
  • latest commit #b74ecf29
  • [#8d3427fa] add erfinv #238
  • [#20b2416d] add qq plot
  • [#26818d6b] update qq plot documentation
• Bugfixes:
  • [#3aa4c4ce] fix failing docs

Release 0.4.8

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.8

0.4.8+be68a276 (Released 2022-8-29)

• Additions:
  • latest commit #be68a276
  • [#0d26dd2b] Add Gamma and Poisson fitting
  • [#fa9dc6c1] Refactoring distribution modules
  • [#20eee2e7] Add fitting and estimating a Gamma distribution from observations
  • [#e9170b0e] Add Trigamma function
  • [#e8e46bff] Add Digamma function
  • [#35b3fa36] Add unit test for Beta.powerSeries
  • [#ae70774b] Add Beta.powerSeries for incomplete beta integral
  • [#f64b4f1e] Add Seq.meanQuadratic and Seq.meanQuadraticBy
  • [#8b300c37] add new version PCA
• Deletions:
  • [#8ca9b900] removed obsolete wilcoxon distribution #213
• Bugfixes:
  • [#dcb044e6] Fixed: Sampling from Gamma
  • [#8fe33a6f] fixed Ftest tests
  • [#b83b8a71] 🐛 Fix infinite loop bug in X² CDF
  • [#526039cf] Fix Distributions.Discrete.Bernoulli.CDF 🐛
  • [#a9b2b055] Fix Distributions.Discrete.Bernoulli.PDF 🐛
  • [#db447834] fix intervals #208
• Tests:
  • [#bcc98700] add unit tests meanQuadratic #233
  • [#d21cc8c0] Added tests for Distributions.Continuous.F
  • [#ab261eda] added Tests for FSharp.Stats.Distributions.Distinct.Binominal
  • [#b0d6e540] add twoSamplePaired ttest test
  • [#f203428c] add Intervals.intersect unit test
  • [#a0ce2bbb] add PCA tests
  • [#b92244a4] Added tests for Distributions.Continuous.F
  • [#3ae95591] add interval tests #208
  • [#4907e532] Add exponential Distribution unit tests
  • [#47e2595e] Add beta function tests and xml docs
  • [#d9617f56] Add tests for SolveTriangularLinearSystem
  • [#dd412093] Add gamma function tests, add edgecase matches, add xml docs
  • [#68aec558] add twoSamplePaired ttest test
  • [#440a789c] add twosamplePaired ttest test
  • [#e5d21a7e] Add Binomial coefficient tests
  • [#142ae681] Add Unit test for F-Test
  • [#542b7897] Add docs for Bernoulli distribution 📚
  • [#312581f9] add onesample ttest test
  • [#8582dd72] Add error function tests, fix edge case return values for erfcx
  • [#cd964357] Add tests for SolveTriangularLinearSystems (Case: Lower)
  • [#872ace38] add twosample ttest test
  • [#c41cff63] Add logistic function tests
  • [#60615948] Add tests for SolveTriangularLinearSystems (Case: Upper)
  • [#1673a013] Add factorial and factorialLn tests, codebase cleanup
  • [#261b0b80] add distance metrics tests
• Documentation
  • [#8d03e0f3] Update F Distribution dokumentation
  • [#e159ab4d] update signal docu
  • [#be68a276] update distribution documentation
  • [#454abfe8] update ML documentation
  • [#b3e0960c] add Intervals documentation
  • [#f18cec6b] add PCA documentation

Release 0.4.7

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.7

0.4.7+9386ed56 (Released 2022-5-30)

• Additions:
  • latest commit #9386ed56
  • [#a28a119b] add release notes build target
• Bugfixes:
  • [#8060b68a] Fix index errors on ommitted rows + ommitted cols formatting
• Tests
  • [#8a559f56] Add int Matrix formatting tests

Release 0.4.6

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.6

0.4.6+5133c86a (Released 2022-5-30)

• Additions:
  • latest commit #5133c86a
  • [#194] add nullspace accuracy parameter #194
  • [#200] move DistanceMetrics from ML to Core #200
  • [#203] Add FSharp.Stats.Interactive
• Bugfixes:
  • [#195] fix Gamma function edge cases
  • [#183] fix rank module #183
• Tests:
  • [#72faba16] Add tests for formatting special float cases (infinity,nan)
  • [#39ffb209] Add formatting tests
  • [#9390d4b3] add rank unit tests
  • [#fb36a90d] add Polynomial interpolation test
  • [#6de434f0] add interpolation coefficients tests
  • [#ca9ad465] Add Natural Cubic,Quandratic and Parabolic Tests
• Documentation:
  • [#5b17a5f6] add rank documentation #183
  • [#d1a46d61] update q value variant description

Release 0.4.5

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.5

0.4.5+dd76c80 (Released 2022-4-8)

• Additions:
  • latest commit #dd76c80
  • [#188] add Comparison metrics docs
  • [#188] add binary confusion matrix
  • [#188] add multi lable confusion matrix
  • [#188] add integration docs
• Improvements:
  • [#188] update Integration module
  • [#2777594] update to project-based build pipeline, use .net 6.0
  • [#192] improve Quantile speed

Release 0.4.4

Nuget

The nuget package is available at www.nuget.org/packages/FSharp.Stats/0.4.4

0.4.4+30d2f800 (Released 2022-3-8)

• Additions:
  • latest commit #30d2f800
  • [#30d2f800] update FSharpAux version
  • [#162] add LeastSquaresCholesky
  • [#165] remove Complex module
  • [#184] update List.median output