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AI String processing

£20-250 GBP

Completed
Posted almost 5 years ago

£20-250 GBP

Paid on delivery
Artificial Intelligence string processing Given a set of input and output strings as training data, then the program, given a new input string never seen before, could 'guess' the output based on the example training data. The maximum possible length of an input string, and maximum possible length of an output string will be fixed, but not necessarily equal. The neural network must have one input node for each character in the input string, and one output node for each character in the output string. The number and size of hidden layers should be configurable to allow more complex operations to be performed. As an example, Given a training data as follows; 123ABC,234CBA 124ABC,125CBA 526DEF,637FED 527DEF,638FED ... x 10,000 more examples The model, when given "012CBA" should produce the output "123ABC" The above is an example, and not an actual workload, do not suggest using string processing instead of AI. You cannot predict what the process from input to output is. The program can be written in any programming language, but I would prefer C#. It must not require proprietary software like matlab. I will divide the project into two milestones 50%/50%. The first 50% will be released when you can demonstrate a sample workload running, with a success rate over 90%. The final 50% will be released when it successfully runs on a real workload with a sucess rate over 90%. Do not ask for funds to be released before this point.
Project ID: 19901914

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15 proposals
Remote project
Active 5 yrs ago

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What you are describing sounds like a classic character level Seq2Seq problem. This is an area that I actually just worked in for my day job therefore I am well experienced in it. I propose treating this problem like a machine translation problem, taking your input characters and "translating" them into your output characters. A good architecture would be an Encoder-Decoder with LSTM cells to start off with, experimenting with GRU's or BI-LSTM's if additional performance is needed. Additionally, depending on your data, word-level embeddings or character-level embeddings may also be beneficial. The language and framework I am most comfortable with is Keras backed by Tensorflow (all in Python). However, for delivery, I can wrap the final model as a django servlet so that C# programs can call it like an API. As you may have likely heard, AI lives and dies off of the data. Therefore, the only potential problem I notice is the accuracy you asked for (>90%). This is quite a high accuracy and I would not feel comfortable agreeing to it before understanding the dataset. We can arrange a confidentiality agreement if disclosure is a concern. Similarly I would like to gain a better understanding of the exact data and problem before committing to an exact timeline and cost. I look forward to continuing a conversation to understand your problem more and brainstorm the best solution for you. Thank you for your time!
£200 GBP in 14 days
5.0 (1 review)
2.8
2.8
15 freelancers are bidding on average £193 GBP for this job
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Hi I'm an expert in string processing. I'm sure that I can easily do this project. We can have a about it. Thanks..
£150 GBP in 3 days
4.9 (298 reviews)
7.2
7.2
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in AI Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
£200 GBP in 3 days
4.8 (77 reviews)
6.7
6.7
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Hello sir I have rich experience of machine learning. I got the requirements and am able to make a predict model with python and tensorflow. I am ready to start the work. Best Regards, Yongtao
£250 GBP in 3 days
5.0 (12 reviews)
6.1
6.1
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Dear sir or madam, I am an experienced Machine Learning Engineer. I have delivered various ML solutions, which were successfully taken to production. I have read the specifications of your project and I already have an idea about how to implement it. Let me know the details, if you are interested. Yours sincerely, Vlad
£250 GBP in 7 days
5.0 (35 reviews)
5.7
5.7
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Hi! I have more than 15 years development experience and a great team, we can complete your project with clean code and best practices Our current rate is 50 usd per hour and service quality is excellent Send me a message so we can talk about the details Thanks!
£200 GBP in 3 days
5.0 (16 reviews)
5.5
5.5
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Strong skill set for AI and Machine learning , NLP . please initiate chat so we can discuss your requirement in detail... #### ------ Short Info About me : With over 14+ years of experience in the industry, I have been able to craft strong knowledge of the science that goes behind web development, web designing and software development. I have fair knowledge in dealing with clients, business launches, websites, digital marketing, SEO, business strategies, mobile development and more. # Excellence in crafting .net websites with simplified source coding systems # Vision to provide for a exclusive strategies, ideas and vision of creating a business venture # Web pages designing and development, software designing and development # CMS website development, Email services, APIS development, Application development etc. # ASP.NET , .NET Core , MVC , WPF With constructive building of ideas and innovations, expect only budget-friendly and positive development of your business! Let’s connect to maximize on your ideas!
£166 GBP in 3 days
4.5 (23 reviews)
5.9
5.9
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Hi, Wintergreen Develops more research concept. we have extensive knowledge in Machine learning. from above process We know....based on input string predict the output String. we are small firm and we have did lot of Research Projects last 10 years in many field..... Now only We move on outside Business... so we seek the client not just for single time commitment...We ll do long term work for the client process, make it simple..... Implementation Process below.... 1. Read Train Data 2. Extract the Features like Term Frequency etc 3. if need Select the important Features 4. Learning the neural network 5. predict the output. if you need any clarification, kindly contact through chat..... Thank you.....
£277 GBP in 10 days
5.0 (11 reviews)
5.0
5.0
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I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
£200 GBP in 5 days
4.7 (6 reviews)
4.4
4.4
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Hi I am glad to offer you my services as a Sr. software developer. I am working in the software industry for last 9 years. Worked for more than 4000 Hours as freelancer. I have worked on SAML based SSO for .net sites. My expertise is in Microsoft development stack. Mainly I have worked in web development and completed several projects from small websites to Enterprise business application. Here is the brief of my skill set: ** React.js ** Angular 6/7 ** .NET ** Asp.net (Web Forms/MVC/Core) ** C# ** Web services (SOAP and REST) ** WCF Web API Entity ** Framework Linq to Sql XML and JSON ** SQL server 2012/2014 ** My SQL SQL Lite ** IIS OOAD UML ** HTML5 ** Java script (Angular js ,jquery, knockoutjs) ** Bootstrap ** Windows Azure/ Amazon AWS Following agile methodology for development. also worked with some third party controls infragisitcs, devEx and Telerik. I hope this the kind of profile you are looking for and may be we can be the best fit. I am looking for a long term relationship and quality work is my top priority. Please share your thoughts. Let me know if any question in your mind. Thanks
£220 GBP in 20 days
0.0 (0 reviews)
0.0
0.0
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Hi sir, I have rich experience in machine learning with python and keras libraries. I am very much confident that i can build a model with 90% accuracy. Please give me an opportunity if you see fit.
£100 GBP in 5 days
0.0 (0 reviews)
0.0
0.0
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I have been working on the field of AI since the past 5 years. I have also worked on Neural Networks and your project description looks really exciting. Look forward to discuss over the other details with you soon.
£134 GBP in 7 days
0.0 (0 reviews)
0.0
0.0

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Flag of UNITED KINGDOM
Derry, United Kingdom
5.0
26
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Member since Jan 11, 2006

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