estimator alternatives and similar packages
Based on the "Math" category.
Alternatively, view estimator alternatives based on common mentions on social networks and blogs.
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vector
An efficient implementation of Int-indexed arrays (both mutable and immutable), with a powerful loop optimisation framework . -
statistics
A fast, high quality library for computing with statistics in Haskell. -
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hgeometry
HGeometry is a library for computing with geometric objects in Haskell. It defines basic geometric types and primitives, and it implements some geometric data structures and algorithms. The main two focusses are: (1) Strong type safety, and (2) implementations of geometric algorithms and data structures that have good asymptotic running time guarantees. -
HerbiePlugin
GHC plugin that improves Haskell code's numerical stability -
dimensional
Dimensional library variant built on Data Kinds, Closed Type Families, TypeNats (GHC 7.8+). -
computational-algebra
General-Purpose Computer Algebra System as an EDSL in Haskell -
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mwc-random
A very fast Haskell library for generating high quality pseudo-random numbers. -
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numhask
A haskell numeric prelude, providing a clean structure for numbers and operations that combine them. -
matrix
A Haskell native implementation of matrices and their operations. -
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poly
Fast polynomial arithmetic in Haskell (dense and sparse, univariate and multivariate, usual and Laurent) -
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cf
"Exact" real arithmetic for Haskell using continued fractions (Not formally proven correct) -
rampart
:european_castle: Determine how intervals relate to each other. -
optimization
Some numerical optimization methods implemented in Haskell -
equational-reasoning
Agda-style equational reasoning in Haskell -
safe-decimal
Safe and very efficient arithmetic operations on fixed decimal point numbers -
sbvPlugin
Formally prove properties of Haskell programs using SBV/SMT. -
monoid-subclasses
Subclasses of Monoid with a solid theoretical foundation and practical purposes -
polynomial
Haskell library for manipulating and evaluating polynomials -
eigen
Haskel binding for Eigen library. Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms. -
modular-arithmetic
A useful type for working with integers modulo some constant.
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README
State-space estimation algorithms
The goal of this library is to simplify implementation and use of state-space estimation algorithms, such as Kalman Filters. The interface for constructing models is isolated as much as possible from the specifics of a given algorithm, so swapping out a Kalman Filter for a Bayesian Particle Filter should involve a minimum of effort.
This implementation is designed to support symbolic types, such as from sbv or ivory. As a result you can generate code in another language, such as C, from a model written using this package; or run static analyses on your model.
Also included is a sophisticated sensor fusion example in
Numeric.Estimator.Model.SensorFusion, which may be useful in its own
right.