FSharp.Stats
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fslaborg
statistical testing, linear algebra, machine learning, fitting and signal processing in F#
**Is your feature request related to a problem? Please describe.** In R, when you want to calculate a variance-covariance matrix, you can pass in options via a "use" for what...
**Is your feature request related to a problem? Please describe.** [Q-Q Plots](https://data.library.virginia.edu/understanding-q-q-plots/) are a very handy exploratory plot when analyzing data. Currently, there is no way to construct these plots...
**Describe the bug** Registering fsi printer has no effect: ``` val it : FSharp.Stats.Matrix = matrix [[0.1; 2.0] [0.1; 2.0]] ``` **To Reproduce** ```fsharp #r "nuget: FSharp.Stats, 0.4.0" open FSharp.Stats...
### Description The Fitting module currently is fragmented into modules of diverse complexity. The usage of one of the most used regression types (simple linear regression) is hidden under several...
**Is your feature request related to a problem? Please describe.** Many Machine learning algorithms take additional hyper parameters which can affect the model performance quite a bit. Finding the best...
**Is your feature request related to a problem? Please describe.** I am following the goodness of fit quality [tutorial](https://fslab.org/FSharp.Stats/GoodnessOfFit.html). I want t-statistics and standard errors for coefficients from regressions with...
Features that are needed for 1.0.0 are tracked here. Feel free to add suggestions/issues. - [x] integration of interactive notebooks - [x] move docs to newest FSharp.Formatting for `fsdocs` -...
I've recently created MKL.NET to make using MKL easier from .NET. It's reasonably complete but the idea is anyone can add to it with tests for any missing API. It...
**Is your feature request related to a problem? Please describe.** In order to calculate a p-value, a given test statistic must be matched against the CDF of its respective distribution....
**Description** Pearson's chi-squared test allows the determination if two distributions differ from each other. If an expected value is below 5, a correction for small numbers should be made. -...