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Protein Secondary Structure prediction using deep learning

$750-1500 AUD

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Julkaistu yli vuosi sitten

$750-1500 AUD

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It is a classification problem. In this study, machine learning models are developed for protein secondary structure prediction (PSSP), relative solvent accessibility prediction (RSA), and torsion angle prediction (TAP). PSSP aims to assign a secondary structure class to each amino acid of a protein. It can be predicted as 8-states or 3-states. In this work, the 8-state representation is transformed to 3-states. SA is the area that is accessible to solvent such as water and RSA is the SA normalized by the maximum accessible surface area. Similar to secondary structure, SA and RSA information is derived for each amino acid separately. It can be predicted as a real-valued quantity or it can be categorized and predicted as a discrete label.
Projektin tunnus (ID): 34835610

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Aktiivinen 2 vuotta sitten

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31 freelancerit tarjoavat keskimäärin $1 088 AUD tätä projektia
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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
$1 500 AUD 6 päivässä
4,9 (29 arvostelua)
6,7
6,7
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Hi there, I'm bidding on your project "Protein Secondary Structure prediction using deep learning" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave a message on my chat so we can discuss the budget and deadline of the project. Also, have a look at my profile for my reviews and portfolios. Thanks Note: This is not an automated bid and i'm ready to discuss your project right now. .. .
$1 500 AUD 3 päivässä
5,0 (15 arvostelua)
6,6
6,6
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Hello, this is Koki from Japan who has been working with machine learning and AI by using python programming for over decades now. I have checked your project description thoroughly and I think that I can help you to complete this project fully 100% sure to satisfy your requirement. I'd like to have a brief chat or call to discuss further details about your project soon. Looking forward to working with you together on this project. Thanks! Koki Miyashita.
$1 500 AUD 7 päivässä
4,7 (17 arvostelua)
6,9
6,9
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Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I have 8 years experience in Machine learning ,Deep learning ,NLP and AI. I am very familiar with Generative Adersarial Network, openAI, CNN, RNN, LSTM, SVM , opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn, numpy, matplotlib, seaborn and so on. I have good exeperiece in Protein Secondary Structure prediction. I have built the apps for card fraud detection, image classification, object detection and recognition, facial expression recognition, charting bot, trading prediction, time series prediction, sentiment analysis, data mining and data classification, speaker recognition, speech recognition, sentiment classification, signal recognition. If you send the message , we can discuss about the project more thanks. Thanks. Loyid.
$750 AUD 7 päivässä
4,7 (68 arvostelua)
6,9
6,9
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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 have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$1 125 AUD 7 päivässä
5,0 (35 arvostelua)
6,6
6,6
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Its a classification problem. I can do this, I have successfully delivered more than 130 AI/ML projects(R and Python) with best rating and reviews. I have a preferred freelancer badge(listed in Top 1% of AI ML freelancers) Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studio) and Python(Jupyter Notebook) Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project. If we get a chance to cooperate, I'll do my best to provide a wonderful result. Here are some latest review which i got on completion of projects, Please read them 1) https://www.freelancer.in/projects/python/Project-for-Ajay-34034968/reviews 2) https://www.freelancer.in/projects/statistics/Project-name-Hybrid-model-arima/reviews 3) https://www.freelancer.in/projects/statistics/Statistic-issue-resolve-using-only/reviews 4) https://www.freelancer.in/projects/r-programming-language/Programming-for-retail-analysis/reviews Like this I have Total 114 reviews, You can check my all projects and detailed portfolio on my profile || Link - https://www.freelancer.com/u/invincible1428 TO discuss further you need to open a chat box, for that please ping me so that we can discuss in detail. PING ME. | PYTHON | JUPYTER NOTEBOOK | MACHINE LEARNING | R | R Studio | ASSIGNMENTS |
$750 AUD 6 päivässä
4,7 (81 arvostelua)
6,2
6,2
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Hello, I hope you are safe and doing well. I looked at your project requirements, Very happy to bid your project because my skills are fitted in your project. I have 8 years experience in Machine learning ,Deep learning ,NLP and AI. I am very familiar with Generative Adersarial Network, openAI, CNN, RNN, LSTM, SVM , opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn, numpy, matplotlib, seaborn and so on. I have built the apps for card fraud detection, image classification, object detection and recognition, facial expression recognition, charting bot, trading prediction, time series prediction, sentiment analysis, data mining and data classification, speaker recognition, sentiment classification, signal recognition. If you send the message , we can discuss about the project more. Thanks.
$750 AUD 7 päivässä
5,0 (41 arvostelua)
5,9
5,9
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Hi I have worked with Prediction of CYP450–related Pharmacokinetic Drug-Drug Interactions Using Graph Convolutional Neural Network. Hi. My name is Uzair. I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I worked as a Machine Learning Research Assistant in Qatar University. Now I am doing my Ph.D. from Tampere University, Finland. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$1 500 AUD 15 päivässä
4,9 (66 arvostelua)
6,0
6,0
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Hi I am a very experienced biostatistician, medical data scientist, bioinformatician 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, OPENCV, WEKA, TABLEAU, POWER BI, and EXCEL tools like image processing, machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$1 500 AUD 7 päivässä
4,3 (39 arvostelua)
6,2
6,2
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Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink and Python programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention
$1 125 AUD 7 päivässä
5,0 (9 arvostelua)
5,5
5,5
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Hello! I am professional AI engineer. I have 7 years of expereince in this field. First, I can show you similar project like yours (the past work.) To do this project, we should use 1D-CNN or Resnet or Densnet. There is model prepared. we just use this model to train for your requirements. Second I have full hands on experience in DBN, CNN, RNN, RBM, , NLP, Deep Learning, Reinforcement Learning, Tensor Flow. Thrid, I am familiar with Test Driven Development and Unit Test. Forth, I have strong communication skill in English. Thank you
$1 125 AUD 7 päivässä
5,0 (10 arvostelua)
5,1
5,1
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Hi. How are you? https://www.freelancer.com/u/sybacdesigner I have just read your proposal carefully. I have 5 years of experiences in ML and I am sure I can do it. Please open chat window to discuss details specifically. Thanks. Regards. From Bac.
$800 AUD 7 päivässä
5,0 (15 arvostelua)
5,2
5,2
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hi, how are you? my major is mathematics and computer science. So I am an expert of data analysis, dimension reduction, classification, regression, prediction, detection, biometric recognition using machine learning, deep learning. I have rich experience in the fields you require. I have also programming skills such as Python, Matlab, R... I can solve your project perfectly and I will try very hard. please contact me.
$750 AUD 5 päivässä
4,8 (28 arvostelua)
4,9
4,9
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Hi This project can be implemented using the Keras framework with the Tensorflow backend. Here is my initial solution : 1- Use the whole protein sequence (primary structure) as an example for the CNN, with an output of dimension 700 x 9, the sequence of the predicted secondary structure. 2- Use local windows of a limited number of elements as an example for the CNN which is shifted along the sequences, predicting for each window the secondary structure in a single location (8 classes), in the center of each window. I'd be very happy to discuss this further and get started for you as soon as possible. Looking forward to your positive response soon :) Regards
$750 AUD 7 päivässä
4,9 (15 arvostelua)
4,9
4,9
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Hi Manager!! We checked for your project and interested in your project. Project: Protein Secondary Structure prediction using deep learning I am an expert full stack computer programmer with skills including Machine Learning (ML), Keras, Python, Bioinformatics and Deep Learning.
 I have done several complex projects and provide continuous maintenance support. My goal has always been to provide reliable and efficient to my clients and so far I have been quite successful. I won't delay your project and will keep you updated with constant feedback and status of the work My Full Stack Development Skills 1. Frontend: Front-End HTML5, CSS/CSS 3, JavaScript, 2. Server Administration: Amazon Web Services, Digital Ocean, LAMP, Cloud, Apache, Apache Tomcat, NGINX. 3. Backend: PHP, GoLang, Ruby, Python, Laravel, CI, CakePHP. 4. Databases: Mysql, Oracle, PostgreSQL, MS SQL, SQLite, MongoDB. 5. Testing: Manual & Automation testing. 6. Frameworks: Angular Js, React JS, Symfony2, Laravel, Silex, Spring MVC, Rails, Django, Pyramid, Protractor, Selenium, Blockchain, Etherume, Vuejs 7. UI/UX: Photoshop, Sketch, Zeplin, Invision, Moqups. Type of projects we have delivered to our global clients: a. Enterprise Software Development, b. CRM Development, c. SAAS Product Development c. Web/Mobile Based Application development. d. All CMS website: Wordpress, Magento, Joomla, e. HRMS Software f. Multi-level Marketing (MLM) with crypto payment gateway f. E-commerce installation and customization g. Crypto Exchange Development Please chat to discuss more about this project.
$1 500 AUD 8 päivässä
5,0 (2 arvostelua)
4,5
4,5
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Hi, I have read the brief details on the job listing. I am a full stack developer with 4 years of coding experience. I have worked with multiple similar jobs before. I have completed many major projects. A part from that I have a good team of developers just pin me. I need to ask some questions on this. I am more than happy to discuss the task and work for you. That would be greater if I get some tasks so you can test my skill and expertise. Waiting for your response and start working for you. Warm Regards, Asif nawaz
$1 500 AUD 3 päivässä
4,9 (21 arvostelua)
4,7
4,7
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Hello, this is Mitchell from United State who has several years of experience working with machine learning. I am seeing your project details and feeling fully confident to make it working. Looking forward to discussing your project further via interview soon. Thanks, Mitchell.
$1 000 AUD 7 päivässä
5,0 (5 arvostelua)
4,5
4,5
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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 programming and development I have been excellent with JAVA,C#,C/C++ and PHP programming language along with MySQL with XAMPP Server. I also build application for Cloud computing and High performance computing as I also have knowledge regarding Hadoop, MPI, OpenMP (distributed frameworks) and also have build applications in CUDA C++ and OpenCL. I also have experience with the most famous framework ASP.NET. My most expertise are in JAVA where I have built countless projects for semester projects and Final year project. You may find many developers in this field however we assure that you will not be able to find a team like us. We not only ensure the code is quality wise but we also assure that the code we write are optimised and we ensure that the program performs right operation under right environment i.e. we create programs that are defect free. You may also find freelancers that cost low but they do not put their 100% which then shows in the software and leads to an unhappy customer. We ensure reasonable price are put as tag on the job and we ensure in order to give the write product.
$850 AUD 7 päivässä
4,9 (17 arvostelua)
4,5
4,5
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Hi, I’ve gone through your Bioinformatics project briefing. I can assist you in building a deep learning classification predictive model that will accurately predict Protein Secondary Structures as 8-states or 3-states. I am proficient in building predictive models for classification or regression using both machine learning algorithms and deep neural networks. I’ll work on this task in a professional and timely manner and provide you the best result required. All the requirement mentioned in this project, will be achieved. I am proficient in Data Analysis, Bioinformatics, Deep learning, Python, Machine learning algorithms, Keras and Data science. I have the required skillset to perform this task. I’m available for this task. Awaiting your response. Regards, Joseph
$750 AUD 5 päivässä
5,0 (4 arvostelua)
3,9
3,9
Käyttäjän avatar
Hello, Dear Hiring Manager I looked at your project requirements, Very happy to bid your project because my skills are fitted in your project. I am Patrick and Senior Software Engineer I have 8 years experience in Machine learning ,Deep learning ,NLP and AI. I am very familiar with Generative Adersarial Network, openAI, CNN, RNN, LSTM, SVM , opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn, numpy, matplotlib, seaborn and so on. I have built the apps for card fraud detection, image classification, object detection and recognition, facial expression recognition, speaker recognition, sentiment classification, signal recognition. Protein secondary structure (SS) prediction is important for studying protein structure and function. I think we can use DeepCNF (Deep Convolutional Neural Fields) on this project as DeepCNF is a Deep Learning extension of Conditional Neural Fields, It shows a very powerful ability. 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
$800 AUD 7 päivässä
5,0 (2 arvostelua)
4,1
4,1

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Maan AUSTRALIA lippu
Gold Coast, Australia
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0
Liittynyt lokak. 4, 2022

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