release 0.1.1

0.1.1 - Thursday, November 7, 2019

Several bugfixes and additions to multiple namespaces.
The documentation and unit tests have been extended.

• FSharp.Stats (core)

  • Additional functionalities:
    • [Sparse Matrix initialization] (94d2d30)
    • [Sparse Matrix multiplication] (0f908c5) replaced implementation to gain performance
    • [Sparse Matrix QR decomposition] (b098fe2)
    • Spectral matrix norm
    • [Generalized weighted pearson correlation] (33b4498)

• FSharp.Stats.Fitting

  • Additional functionalities:
    • [Crossvalidation kFold] (4ef896b)
    • [RidgeRegression] (7e66392)
    • [Levenberg Marquardt implementation supporting box constrains] (5c1d95a)

• FSharp.Stats.Signal

  • Additional functionalities:
    • Estimate optimal window width for savitzky golay filters
    • [BaselineALS'] (30bfc3f) internal use of sparse matrices to increase performance

• FSharp.Stats.ML

  • Additional functionalities:
    • [Set similarity measures] (fd1ec1e)
    • Energy landscape plot to SA
    • [GapStatistics] (e02a2df) assists cluster number optimization