Закрыт

Tune two deep learning models and compare performance against other traditional ML algorithms -- 3

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

Показать больше: pre trained deep learning models, using pre-trained deep learning models for your own dataset, deep learning models list, types of deep learning models, credit risk analysis using machine and deep learning models, nse stock market prediction using deep-learning models, deploying deep learning models with docker and kubernetes, building deep learning models with tensorflow github, deep learning models for anomaly detection, scaling deep learning models for spectrum anomaly detection, deploying deep learning models on web and mobile, deep learning models for classification, classification of diabetic retinopathy images by using deep learning models, training deep learning models, deep learning models for nlp, building deep learning models using pytorch, using pre trained deep learning models for your own dataset, deep learning models, hyperspectral image classification with deep learning models, how to deploy deep learning models with aws lambda and tensorflow

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

ID проекта: #31802161

15 фрилансеров(-а) готовы выполнить эту работу в среднем за $182

(127 отзывов(-а))
7.5
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Больше

$250 CAD за 7 дней(-я)
(153 отзывов(-а))
7.2
(14 отзывов(-а))
6.1
nrajuu07

Hello! This is Nagaraju a top-rated freelancer in the field of Machine Learning and Artificial Intelligence with a success ratio of 90 % ( more than 50 projects were completed which includes Upwork and Freelancer). Cur Больше

$140 CAD за 7 дней(-я)
(52 отзывов(-а))
5.6
hsh564cf84accd96

We will do your ML work I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in progra Больше

$140 CAD за 7 дней(-я)
(14 отзывов(-а))
4.4
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 Больше

$350 CAD за 7 дней(-я)
(12 отзывов(-а))
4.4
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
(14 отзывов(-а))
3.5
yehorshut

Hello. James H I'm Yehor and I am happy to bid on your project. The description of your project was catched to my eyes. I have +6 years of experience in ML ,AI, Website design and development. I am expert in languages Больше

$140 CAD за 1 день
(1 отзыв)
2.8
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
dominicnzioka197

HELLO DEAR EMPLOYER, First receive warm greetings, and hoping you are good, i welcome you to TOP GRADE SERVICES LTD, the home of Amazing services and quality. EXPERT IN NAMED SKILLS, OVER 18 YEARS OF EXPERIENCE, After Больше

$250 CAD за 1 день
(6 отзывов(-а))
2.2
temaural

Hello client --??I wish you the best of luck in everything with you.??-- I am a professional Python developer with 7+ years of experience in Python such as web scraping, algorithm, bot, Flask , Django and Machine Lear Больше

$140 CAD за 7 дней(-я)
(0 отзывов(-а))
0.0
denananyn

Hello. How are you? I am python expert. I have deep knowledge of deep learning. I read your requirement carefully. I think I can do this project perfectly. Timeline is 5 days. My budget is 200. Of course I think the s Больше

$200 CAD за 5 дней(-я)
(0 отзывов(-а))
0.0
shashaev96

**********100% Client Satisfaction With Low Price********** Hello, dear client. It is my great honor to read your project requirement and place my bid. I am a professional algorithm developer and machine learning is my Больше

$100 CAD за 3 дней(-я)
(0 отзывов(-а))
0.0
farizaneeq12

Hello I am a mechanical engineer having done various projects and courses on machine learning, computer vision and Python programming. I have been working with different universities and industries on object tracking Больше

$200 CAD за 4 дней(-я)
(0 отзывов(-а))
0.0