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Tune two deep learning models and compare performance against other traditional ML algorithms

We have two deep learnings models that have already been created in PyTorch:

1. One multitasking feed forward model

2. One feed forward model with one task head

I need you to:

1. Tune the hyperparameters of these models with a Bayesian approach

2. Demonstrate the performance of this model without PCA (currently PCA is used) through confusion matrix, training times, training validation loss and also AUC ROC for the classifiers

3. Use a feature reduction model that preserves feature importance unlike PCA and assess its performance

4. Compare its performance against classical ML approaches including: extra tree, KNN, random forest, SGD classifier and SVM, generating the same output metrics of performance

Навыки: Статистика, Machine Learning (ML), Deep Learning, Pytorch, Python

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О работодателе:
( 8 отзыв(-а, -ов) ) NORTH YORK, Canada

ID проекта: #31790706

18 фрилансеров(-а) готовы выполнить эту работу в среднем за $191

(103 отзывов(-а))
7.0
liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Больше

$250 CAD за 5 дней(-я)
(30 отзывов(-а))
6.6
(14 отзывов(-а))
6.3
saubhagyamweb

Hi "James Greetings of the day!! I read through the job details extremely carefully and I am absolutely sure that I can do the project very well. I have 6+ years of Experience in python, Django - Flask web developme Больше

$140 CAD за 7 дней(-я)
(22 отзывов(-а))
6.4
FirmMinds123

We have AI & Data Science,Django team who are highly experienced in Machine learning and Deep Learning and can deliver products as per your requirements. We have done many real time projects like Semantic search engine Больше

$90 CAD за 4 дней(-я)
(38 отзывов(-а))
5.2
merinsinha

Python , Deep learning Expert. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating Больше

$250 CAD за 6 дней(-я)
(28 отзывов(-а))
4.9
datascientist90

Hi - This job looks like a good fit with my skill set and experience. I hold Bachelor of Computer Science and Master of Data Science Please see my profile and reviews for references.

$140 CAD за 7 дней(-я)
(9 отзывов(-а))
4.9
(5 отзывов(-а))
4.4
mzdesmag

Hi, I have 5+ experience on Python Developing and I have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementations . Expertise in Cla Больше

$40 CAD за 3 дней(-я)
(15 отзывов(-а))
4.9
rexzetsolutions

Yes, i have experience with Bayesian approach and Pytorch. i can Tune two deep learning models and compare performance against other traditional ML algorithms. Message me i am ready to start work from right now.

$300 CAD за 3 дней(-я)
(11 отзывов(-а))
4.6
ahmedtryaq

Hello, I will be pleased to work on this project. Fortunately, I worked on very similar projects before introducing detailed reports and analysis of models performance. I'm a certified scientist, with more than 2 year Больше

$200 CAD за 12 дней(-я)
(4 отзывов(-а))
3.8
freelancerIrvan

Hi there, I am a talented python dev, and I think I can handle this task perfectly. Please give me your chance, I look forward to hearing from you. Regards!

$139 CAD за 7 дней(-я)
(3 отзывов(-а))
3.9
ArtemStakheev

Hi Sir. Hope you are going well! Thanks for sharing your project requirement with us. I would like to work with you on your project. I first promise to help you with sincere efforts and an honest heart. I have over 7 y Больше

$50 CAD за 1 день
(5 отзывов(-а))
4.1
demeshenkovv

Dear Hiring Manager My name is Vladislav and I am an expert in python development. I have recently developed a python program for api and data analyzer. I would love to have the opportunity to discuss your project wit Больше

$200 CAD за 7 дней(-я)
(4 отзывов(-а))
3.4
datacode0023

Hi, I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day

$140 CAD за 7 дней(-я)
(4 отзывов(-а))
2.5
mcollinscalz

Hello am a Machine Learning expert and I understand that you do have two deep learnings models that have already been created in PyTorch: 1. One multitasking feed forward model 2. One feed forward model with one task h Больше

$250 CAD за 7 дней(-я)
(5 отзывов(-а))
2.3
OlegMatveev3

Hi Professional Python Expert here. I read description carefully and I understand that you are looking for someone for design and building the project. I have a good idea for your project. Of course I do Demonstrate t Больше

$200 CAD за 5 дней(-я)
(2 отзывов(-а))
2.8
ananyaayasi

I recently completed a research project under the guidance of my professor within limited time between my exams and the date of submission of the research paper to an international conference. I believe it demonstrate Больше

$70 CAD за 14 дней(-я)
(0 отзывов(-а))
0.0