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

$30-250 CAD

Closed
Posted over 2 years ago

$30-250 CAD

Paid on delivery
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
Project ID: 31790706

About the project

18 proposals
Remote project
Active 2 yrs ago

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18 freelancers are bidding on average $191 CAD for this job
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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 project. Thanks
$250 CAD in 5 days
4.9 (30 reviews)
6.6
6.6
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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 development, ChatBot,Object detection, Image classification-Processing, Sentimental analysis, Artificial Intelligence Machine Learning. I would like to discuss this wonderful opportunity. Let's have a Quick Chat or Call to discuss your Project. I can start work immediately . Awaiting for your earliest response. Thanks and Regards, Virang Patel Please note that this is a placeholder proposal, we can be more specific once we get all the requirements and information required to execute the project.
$140 CAD in 7 days
4.9 (22 reviews)
6.4
6.4
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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, Image Captioning, Chatbots, Semantic Segmentation for self driving cars We have expertise in Python3, OCR, tensorflow, keras, NLP, Image and Video Processing, FLask, Docker , kubernetes & Streamlit. We assure you that the product will be delivered in time without any issues. Hope to hear from you soon. Thank you.
$90 CAD in 4 days
5.0 (38 reviews)
5.2
5.2
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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 from this platfrom give me a chance to show you the best i can do at your service.
$250 CAD in 6 days
4.9 (28 reviews)
4.9
4.9
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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 in 7 days
5.0 (9 reviews)
4.9
4.9
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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 Classification, Regression Clustering, Detection, CNN, ANN using Neural Networks, Random Forest, Gradient Boosting, Logistic Regression, K-Means and several other Algorithms. Hands on implementation with libraries like Tensorflow, Keras, Pandas, OpenCV etc. I would be glad if the opportunity of doing this task can be given to me. i'll await your message to have more discussion with you on the project. Kindly check my profile https://www.freelancer.com/u/mzdesmag to see my past works and reviews. Thanks.
$40 CAD in 3 days
4.6 (15 reviews)
4.9
4.9
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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 in 3 days
5.0 (11 reviews)
4.6
4.6
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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 years of experience in data science in Python including: - Data wrangling - Machine learning - Deep learning - Nature language processing I'm ready to start at any time! Kindly contact me when you are ready. Regards :)
$200 CAD in 12 days
5.0 (4 reviews)
3.8
3.8
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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 in 7 days
5.0 (3 reviews)
3.9
3.9
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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 years of experience in Machine Learning and Artificial Intelligence by using java, python. I have implemented Machine learning and Artificial intelligence in Mobile app and Python. My main skill is: -C++, C#, C, Python/Django, Web Scraping, Convolution Neural Network, RNN, etc. -OCR, Web, desktop automation, Image processing, Image recognition, Open CV, Invoice. My goal is a giving the satisfactory to every client. I will provide best communication and high-quality work. kindly chat me up and give me a fair chance to deliver the best result to you! Best Regards.
$50 CAD in 1 day
4.2 (5 reviews)
4.1
4.1
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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 with you. My Portfolio: https://www.freelancer.com/u/demeshenkovv Please let me know a time that works best for you and I will make sure that I make myself available. Thank for your time and consideration. Best regards,
$200 CAD in 7 days
4.6 (4 reviews)
3.4
3.4
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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 in 7 days
5.0 (4 reviews)
2.5
2.5
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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 head. From the models we are supposed to Tune the hyperparameters of these models with a Bayesian approach. After this we will make a comparison on the performance of the two models. Please get in touch.
$250 CAD in 7 days
5.0 (5 reviews)
2.3
2.3
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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 the performance of this model without PCA. I will summarize all the projects you want and provide you with clear, concise coding. I am a developer with over 5 years of experience. I’ve worked on several similar projects you want. I can deliver quality projects to tight deadlines. I’m interested to know more about your project into chat. If you award me the project, I’d be pleased to discuss this further and get started for you as soon as possible. I look forward to working on this project with you. Thanks!
$200 CAD in 5 days
1.8 (2 reviews)
2.8
2.8
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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 demonstrates my ability to work efficiently within a given time frame and obtain the best results. However, since I only recently joined Freelancer and I need a kickstart, I am willing to work on the project for a comparatively lower bid amount. For more context, the last project I worked on was music genre classification for liturgical music and I compared the performance of multiple models, including LSMT, GRU, SBU-LSTM, SB-GRU and SBU-GRU. I can work on the project using the basic version of Colab. Unless, if it requires higher RAM, I would want access to an account that has Google Colab Pro.
$70 CAD in 14 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CANADA
NORTH YORK, Canada
5.0
8
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Member since Aug 16, 2017

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