goal-probability: Manifolds of probability distributions

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Provides probability distributions, exponential families, as well as things based on exponential families such as multilayer perceptrons and harmoniums (e.g. restricted Boltzmann machines).

Modules

[Last Documentation]

Goal
- Goal.Probability
  - Goal.Probability.Distributions
  - Goal.Probability.ExponentialFamily
  - Goal.Probability.Graphical
    - Goal.Probability.Graphical.Harmonium
    - Goal.Probability.Graphical.NeuralNetwork
  - Goal.Probability.Statistical

Downloads

goal-probability-0.1.tar.gz [browse] (Cabal source package)
Package description (as included in the package)

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Package maintainers

alex404

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Versions [RSS]	0.1, 0.20
Dependencies	base (>=4 && <5), goal-core (==0.1), goal-geometry (==0.1), goal-probability (==0.1), hmatrix (>=0.17 && <0.18), math-functions (>=0.1.5 && <0.1.6), mwc-random (>=0.13 && <0.14), mwc-random-monad (>=0.7 && <0.8), statistics (>=0.13 && <0.14), vector (>=0.11 && <0.12) [details]
License	BSD-3-Clause
Author	Sacha Sokoloski
Maintainer	sokolo@mis.mpg.de
Category	Math
Uploaded	by alex404 at 2015-12-22T12:41:10Z
Distributions
Reverse Dependencies	2 direct, 0 indirect [details]
Executables	backpropagation, divergence, transducer-field, transducer, multivariate, univariate, poisson-binomial, cross-entropy-descent
Downloads	1019 total (2 in the last 30 days)
Rating	(no votes yet) [estimated by Bayesian average]
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Status	Docs not available [build log] All reported builds failed as of 2016-11-29 [all 2 reports]