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Neural network from a Statistical point of view

I need a (simple) implementation of a regular feed-forward neural network in Python (from scratch, not a package).

I want an implementation from a Statistical point-of view, what I mean is an implementation like in the book of Tsay (2010), Section 4.19, where neural networks are described/implemented as an Econometric model. Or as described in Cheng and Titterington (1994). All neural nets have a non-linear regression representation, as far as I am aware.

So basically a simple neural network (you can look at it as a non-linear regression), where you have the pseudo-likelihood (Gaussian objective function), and then afterwards a numerical minimization with respect to the parameters of the network.

Aptitudini: Python, Matlab and Mathematica, Statistică, Machine Learning (ML), Algoritm

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Despre angajator:
( 0 recenzii ) Zurich, Switzerland

ID Proiect: #30567790

11 freelanceri licitează în medie 38$ pentru acest proiect

sajjadtaghvaeifr

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 Mai multe

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(51 recenzii)
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youssefEngineer

hi i already made neural network from scratch, with gradient descent, i'm looking forward to work with you, cordially

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5.5
Annmarie1995

Hi!, I am a professional data scientist with 5 years of experience. I hold an MBA and first Degree in statistics which provides me with the necessary background to handle your project. I've carefully checked your requ Mai multe

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5.2
Valuesolutions

Hello, I hope this finds you well. I have just seen your project requiring; Python Algorithm Analytics Neural Networks Data Visualization I believe that my 8-year experience in this field is what you need right away. Mai multe

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kazemmojtama

Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. Mai multe

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4.7
mahammadlirafael

Hi, I am interested with your project. I would like to discuss it with more details. Hope to hear from you soon.

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2.7
KyleEvans1

STATISTICS EXPERT HELLO, I have read the instructions keenly and understood your specifications for the task. I have over 7 years’ experience in this field and have adverse experience since it is my area of specializ Mai multe

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0.0
FineIdeas

Neural network from a Statistical point of view Since 2012, almost from 8 years I am managing academic writing tasks successfully. I am working with my friends from different backgrounds, it means I can manage wide ra Mai multe

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ravisankar13

I have already implemented it in C++ and python from scratch for MNIST data and trained it and got good accuracy Mesaage me in chat so that we can discuss more.

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kuriaevans17

Hi Employer? I have persued the directions distinctly and perceived your details for the undertaking. I have vast insight in this field as my field ofspecialization. My abilities are sufficient, and I Ensure all out fu Mai multe

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(1 părere)
0.0
aravinda333

Dear Client, I am experienced in the design and implementation of Neural Networks from scratch in languages like Python and C/C++. I already have code which I developed for my use cases. I really hope I can complete yo Mai multe

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