I need Python and Math expert for code to rotate high-dimensional data points 45 degrees in all dimensions

Python code I can incorporate into a Jupyterlab notebook.

The code must be general enough that I can pass in the # of dimensions, and get back some sort of rotation matrix (?) that I can multiply the original data array by to get the transformed coordinates for each row.

Bonus points for allowing a variable amount of rotation (the rotation angle), though I expect only to use 45% for each dimension. There is no need to rotate dimensions at different angles.

Additional Information

I need an expert in computational geometry to solve the following problem.

I have an array of data where each row represents coordinates of a single point in a high dimensional space (700+ dimensions).

I need to rotate ALL the axes 45%, resulting in (700+) new coordinates for each point.

I can find examples in 2 and 3 dimensions, but nothing more general, using "Hamilton’s quaternions" and "Euler angles".

I'm not knowledgeable enough in computational geometry to tackle this task. I know that the rotation can be achieved through a series of "simple" (planar?) rotations, but I'm unclear if all such rotation sequences result in the same final answer (commutativity), how many rotations I would need, and I don't know how to define such simple rotations in a hyperspace. In any case, I suspect there's a much better way to get the final rotation matrix in a single shot.

Habilidades: Python, Machine Learning (ML), Matemática, Arquitetura de software, Inteligência Artificial

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Acerca do Empregador:
( 47 comentários ) Siem Reap, Cambodia

ID do Projeto: #30576445

13 freelancers estão ofertando em média $170 nesse trabalho

(129 Comentários)

Hello Client, I am professional expert having 6+ years of experience in Python, CNN algorithm. I have done projects of deep learning in which i have used CNN algorithm. I had well known projects on object detection Mais

$250 USD in 7 dias
(18 Comentários)

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Mais

$250 USD in 7 dias
(35 Comentários)

Hi there.. I have just seen your post and it seems quite interesting, of course numpy and scipy would be the liberates of option for such work. I have read the requirements, they seem clear and very well stated. I h Mais

$225 USD in 7 dias
(8 Comentários)

Hello I am an expert in numerical methods, so I know the background of the problem and immediately recalled where I saw two general solutions for the case on N dimensions. So we can make it in two ways: 1. Costs $35 - Mais

$150 USD in 4 dias
(12 Comentários)

Hi. Thanks for posting. https://www.freelancer.com/u/gorbatenkoVyborG I am a mathematician who has 15+ years of experiences. My main experiences are numerical programming of ODE/PDE/Optimization(quadrativ programmi Mais

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Good day! I am mathematics and python expert. I can do you project and solve many problems based on mathematics and ML, python and matlab. I assure I can do your project well. Let's discuss more detail through chat.

$200 USD in 2 dias
(5 Comentários)

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$50 USD in 2 dias
(6 Comentários)

Hi Dear. I read your requirement very carefully. I understood very well what you want. I have rich experience in Python for 5+ years. I can help you. I ensure the best quality of the result and I will do this in time a Mais

$100 USD em 1 dia
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Are you talking about high dimensional objects like this [login to view URL] I do not have knowledge as it is newer concept for us. (as I know that you want some rotational matrix for geomatical Mais

$250 USD in 7 dias
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This can be achieved with some application of linear algebra. I will get this done for you at the right price. You've mentioned Machine Learning and such in your write-up. I presume you are using Tensorflow and related Mais

$45 USD em 1 dia
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I am a doctorate and a faculty in aerospace engineering hence quite knowledgable about quaternions. I also have good knowledge of python programming. So this should be a relatively easy task. I would prefer to have an Mais

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