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Write an algorithm to generate the x less similar routes on a forest of decision trees -- 2

$15-25 USD / hour

Closed
Posted about 4 years ago

$15-25 USD / hour

Hello, We are looking for an expert in algorithms. We have files written in spintax. You don't know what spintax is? → search with Google. These files contain between 3 and 15 paragraphs, each paragraph containing between 1 and 8 sentences on average. So, on average, we have between 30 and 50 sentences written in spintax in each file. Due to the complexity and the levels of depth of the spintax, we can have between several thousands and several hundreds of millions variants generated for some sentences. What we want now is to generate the x less similar output texts out of these spintax files. The value of x is defined by user. It's usually comprised between several hundreds and several thousands (until now, the smallest value of x was 120 and the biggest was 36'500). To achieve that, we want you to "convert" the spintax in a forest of decision trees. Say we have this short and very simple spintaxed sentence, for example: {A|B|C|{D1|D2|{D3a|D3b|D3c}}} {E|{F1|{F2a|F2b}}} It can be converted as a (small) forest of 2 trees with a trunk, nodes, branches and leaves (see the attached hand drawing). Your role will consist in writing the algo to convert the spintax in a forest of decision trees and generate the x less similar routes/sequences so that we can then generate the x less similar variants for each spintaxed sentence and use them to compose the x less similar output texts out of the spintax files. You will have to talk with our developer who will deploy your algo and instructions into our tool. Best regards, Matthieu.
Project ID: 23854175

About the project

2 proposals
Remote project
Active 4 yrs ago

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2 freelancers are bidding on average $18 USD/hour for this job
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I am an experienced Data Scientist and Machine Learning Engineer. Deep learning, Artificial intelligence, machine learning, Data structures, and algorithms are my major fields. I finished specializations on Data Science, Machine learning, Deep neural Network, Convolution NN, Recurrent NN, Tuning Hyper Parameter .this project will well fit for me. For more look, my linked in *removed by system admin*\r\n\r\nI have won the 2nd runners up award in Srilanka Biggest Data Science Competition. \r\n\r\nI am very fluent with python and did a lot of data science and ml project. So I am familiar with these related libraries such as pandas, numpy, sikit-learn, Keras, TensorFlow, etc .
$20 USD in 40 days
4.9 (18 reviews)
4.2
4.2
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Hello Matthieu, I have never done such a task but I have skills in graph theory can I be of help? Maybe I could learn some recommended skills and solve the problem.
$15 USD in 5 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of FRANCE
PARIS, France
5.0
43
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Member since Jan 14, 2011

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