python deep learning project

₹1500-5500 INR

Closed

Posted

over 2 years ago

₹1500-5500 INR

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

Python

Machine Learning (ML)

Statistics

Algorithm

Deep Learning

Project ID: 31791873

About the project

8 proposals

Remote project

Active 2 yrs ago

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8 freelancers are bidding on average ₹6,813 INR for this job

@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 companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

₹12,000 INR in 7 days

4.6

(155 reviews)

7.2

@ibrahimanjum330

Hi, I am Ibrahim, and I am a data scientist, I can help you with hyperparameters tuning, please share more details, waiting for your reply in chat. Regards, Ibrahim Anjum

₹2,500 INR in 3 days

5.0

(127 reviews)

6.6

@loopsatomic

Hello, We are a team of professional ML and AI developers who have worked on various models and algorithms before. We have custom built almost all of our models so that it suits the user's application best. Let us know more details in the chat so that we can have discussion over the same. We at Atomic Loops believe that the tech industry is about to undergo a massive revolution in the domain of AI, Quantum Computing and Decentralised Financing. This can only be compared to the invention and mass production of silicon transistors where computers moved from being big bulky machines that required multiple rooms to just fit in vs something that is now a million times powerful and can be comfortably kept in your pocket.

₹5,500 INR in 4 days

5.0

(16 reviews)

4.2

@sandy2303

Hi, We have extensive experience in computer vision and have worked on many detection and classification problems. Please let me know if we can chat more on this. Thanks,

₹12,500 INR in 7 days

4.8

(6 reviews)

3.8

@datacode0023

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

₹3,500 INR in 7 days

4.9

(9 reviews)

3.2

@jitendra29mishra

Hello, Thanks for posting this interesting project. I interested to do this project for you, please send me some more details in the chat box. I have 4+ years of Industry experience, works on NLP, classification, regression and time series forecasting projects. I looking for you reply. Thank you.

₹10,000 INR in 2 days