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Automatic Topic Detection of Documents

See photo for more better illustration.

Brief Description:

I am very, very bad in programming and thus, I have came here for help.

Basically, to create a program using Python IDE PyCharm or PyDev to detect topic. There are 4 categories namely: Politics, Sports, Natural Disasters and Terrorism. I was told to find 20 articles for each category. As such, I have researched online and have converted a total of 80 articles into text files.

The program structures (after throwing in the 80 textfiles into the program):

a) Using Bag-of-words and Tf-idf for "representation learning" and Support Vector Machine (SVM) for "pattern classifier".

b) Then, use Bag-of-words and Tf-idf for "representation learning" and Soft-max for "pattern classifier".

Any potential professionals please contact me for any queries. And also, I will be sending you the 80 text files that I have saved.

Habilidades: Python

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Acerca do Empregador:
( 3 comentários ) singapore, Singapore

ID do Projeto: #15384913

Concedido a:


Hello, I am a professional Python developer with over 6 years of experience in Python. I have read your job description and I am sure I can solve the problems you are stuck in. Relevant Skills and Experience As mentio Mais

$255 SGD em 10 dias
(26 Comentários)

11 freelancers estão ofertando em média $512 para esse trabalho


Hi This job is to classify the articles. I am a ML expert and I can do it with python. Best, Zhang Relevant Skills and Experience I like scikit-learn and tensorflow as the python ML packages. Proposed Milestones $3 Mais

$300 SGD in 5 dias
(70 Comentários)

We are the team of experts developers worked in companies like Adobe, Dell, Skills: 6+ years of experience Python, PHP, Linux, System admin, would like to discuss more abt the project. Relevant Skills and Experience W Mais

$666 SGD in 10 dias
(24 Comentários)

please ignore the bid amount we will discuss the price later in the chat after we have discussed the project thoroughly . Relevant Skills and Experience: . Proposed Milestones: 670 - . Hi berhoo! please inbox me to dis Mais

$670 SGD in 2 dias
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$555 SGD in 10 dias
(3 Comentários)

Hey hi. I have good command over python programming language and machine learning. Have done similar projects in past. Relevant Skills and Experience Python Proposed Milestones $250 SGD - On Completion

$250 SGD in 3 dias
(18 Comentários)

Hello Sir, We read your description We have lot of experience in this filed We can do that also If you want We are available for start work right now I am waiting your response Thank you so much. Relevant Skills and Mais

$500 SGD in 10 dias
(6 Comentários)

I have done similar work you need Relevant Skills and Experience Python Proposed Milestones $250 SGD - Done Dead line?

$250 SGD in 10 dias
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$555 SGD in 10 dias
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Hey i am 3 years experienced in Machine Learning and python.i had done many projects in machine learning such as: Stock Market prediction system Disease Prediction system OCR system Fault Detection system classifi Mais

$722 SGD in 8 dias
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Python will be used to process the training set, resulting in four vectors - one for each content type. New content will then be preprocessed (tdidf, converted into vector) and then classified... Relevant Skills and E Mais

$911 SGD in 7 dias
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