linearalgebra | Linear algebra utilities in Kotlin | Math library
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of linearalgebra
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jcenter
JCenter
https://jcenter.bintray.com/
org.mechdancer
linearalgebra
latest_version
pom
repositories {
jcenter()
}
dependencies {
implementation 'org.mechdancer:linearalgebra:${latest_version}'
}
typealias Equation = Pair //方程包括参数向量和常数项
typealias EquationSet = Set //方程组是方程的集合
typealias AugmentedMatrix = Pair //增广矩阵是系数矩阵和常数向量的组合
Community Discussions
Trending Discussions on linearalgebra
QUESTION
Say I have a jupyter notebook:
...ANSWER
Answered 2022-Mar-27 at 13:43The problem has nothing to do with calling it from Python, but from the fact that you are trying to make a model where the features is a single record with 3 dimensions and the label is a 3 (records) vector. DecisionTrees expects indeed the input to be a column vector of dimension nRecords for the label and a nRecods by nDimensions matrix for the features.
For example:
QUESTION
Trying to rewrite the lu_nopivot
from this answer https://stackoverflow.com/a/41151228 into JULIA and use only one loop.
The julia code I wrote
ANSWER
Answered 2022-Mar-10 at 03:33The problem is that when you do U[k, :]
, even though you're extracting out a row, what you get back is a column vector. So L[k+1:n,k]*U[k,:]
becomes an attempt to multiply a column vector by a column vector.
One way to get a row vector aka a 1 x N
Matrix in Julia (though I don't know if this is the idiomatic way) is to do U[k:k, :]
instead:
QUESTION
So I'm using 1Distributions.jl1, and I sample from a multivariant normal - I'd expect a sample for N
random variables to be size N
, not 1
.
Here is my code - am I misinterpreting what this is doing, or is my code just wrong?
...ANSWER
Answered 2022-Mar-08 at 18:12The results are returned as a Matrix
not a set of tuples:
QUESTION
I am studying LDL^t factorization of a symmetric matrix. My own code works correctly, however, when I want to use LDLt function from LinearAlgebra package, the following code does not work
...ANSWER
Answered 2022-Feb-14 at 10:47your code works, try:
QUESTION
Let
...ANSWER
Answered 2022-Jan-26 at 07:37A[:, 1]
and B[3, :]
are both Vector
s -- rank 1 -- so it is not automatically clear what you want here. The more likely option would be the inner product:
QUESTION
I am trying to run Julia unit tests from the command line but the unit tests fail to run because they cannot find a dependency that I am using in my main project. How can I make this work? The actual command that I try to execute is julia test/test_blueprint.jl
from the project root. Here follows more details.
My project is located at the path /home/jonas/prog/julia/blueprint
. In that directory, I have a Project.toml
file containing these lines:
ANSWER
Answered 2022-Jan-19 at 23:35First, a few naming conventions that are probably not (but may be) contributing to the issues here:
- By convention, package names begin with a single capital, so I would recommend changing the name to
Blueprint
everywhere - By default,
] test
runs tests found in thetest/runtests.jl
, so I would recommend naming your top-level testing scriptruntests.jl
to avoid confusion, even though it does seem from the errors here thattest
is finding yourtest_blueprint.jl
file one way or another.
Now, while I can't test this without the full code of your package, what I suspect is happening here is the following:
- Normally, dependencies of the package you are testing (let's say
MyPackage
) are not required intest/Project.toml
because they are implicit inMyPackage
. So after a successfulusing MyPackage
, while they will still not be available to any functions written in your test scripts (test/runtests.jl
), will be available to the functions written inMyPackage
-- just as if you had typed]using MyPackage
at the REPL and then run your test code there. This is the only reason you don't normally need to duplicate all the deps from the mainProject.toml
intest/Project.toml
. - Since the
using Blueprint
approach is failing here for other reasons, when you simplyinclude
the code fromsrc/blueprint.jl
, theusing
s within that file will in turn fail because those packages are not present in the active environment attest/Project.toml
(even if they are present on your system elsewhere). - Consequently, one quick fix to your problem with the current
include("../src/blueprint.jl")
approach would be to simply add those dependencies to yourtest/Project.toml
However, it would be more satisfying to fix the problem you are having with using Blueprint
. I don't have enough information to debug this without seeing the full structure of your packages, but I would suggest as a start
- making sure that your code is properly structured as a package
- testing that, even if unregistered, you can
] add
your package from the REPL by git repo URL (i.e.] add https://some_website.com/you/Blueprint.jl
)
EDIT: Upon inspection of the code linked in the comments (https://github.com/jonasseglare/Blueprint), a few other issues:
- Although they are already installed by default, standard libraries these days do need to be included in [deps]. In this case, that means the
LinearAlgebra
stdlib - Any packages you are explicitly
using
in your test scripts, other than your package itself, do need to be added totest/Project.toml
. I.e., any packages that you are directlyusing
functions from in your test scripts (rather than just indirectly using via the exported functions of your package) do need to be included intest/Project.toml
. In your case, the latter would appear to meanLinearAlgebra
andFunctionalCollections
, but notSetfield
(that one only needs to be included in the regularProject.toml
, since it's not being directly used inruntests.jl
).
Consequently, with a few minor changes to your repo we are able to simply
QUESTION
In Julia, I use Reduce package to do integration since Julia Symbolics.jl does not have integrate command in it.
But I am not able to figure how to convert the output (the anti derivative) to Julia symbolic expression so I can use it inside Julia symbolic, and not using the Reduce package.
This is what I tried
...ANSWER
Answered 2022-Jan-14 at 06:37So it looks like these two packages (Reduce and Symbolics) are using rather different formats for their symbolic expressions. Reduce is using Julia's native Expr
type, the same type used to represent Julia code itself, while Symbolics is using an approach where calling a function on one or more special variable designated with @variables
will return an object that records the operations performed on those variables:
QUESTION
So, I have 260 by 260 sparse matrix in my Julia program defined as A = sparse(KRow, KCol, KVal)
, when I do the operation A\b
where b
is of type Vector{T}, I get the error:
ANSWER
Answered 2022-Jan-11 at 06:43The issue is that lu!
does not exist for sparse matrices of type Float32. Internally, at the moment Julia internally promotes Float32 sparse matrices to Float64 anyways for solving systems. So I would recommend not working with Float32 if you want to use sparse solvers, and stay with Float64.
QUESTION
I am using Julia v0.7.0 to upgrade a package written for Julia v0.5.0. I am stuck at the following error:
...ANSWER
Answered 2021-Dec-22 at 23:16to make an un-initialized array of eltype Int8
:
QUESTION
I have many variables and matrices that I would like to call with a prime, like:
xprime, yprime, rprime
and so on.
I believe that I can't use x', y', r'
etc. as it is for instance used for matrices transposed.
ANSWER
Answered 2021-Nov-22 at 14:38You can use prime:
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