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representation learning for text mining and NLP - Python

€30-250 EUR

Completed
Posted over 4 years ago

€30-250 EUR

Paid on delivery
Hi, So here the project : Supervised classification of long text documents annotated with an archetype (“Practical”, “Inspirational”, “Informative”, “Entertaining”) data : [login to view URL] - corpus of 212 articles, infomercial type task : The goal is to develop a classifier capable of predicting the archetype of a new document. More specifically, we propose to develop a classifier based on a network of hierarchical convolutional neurons, with attention mechanism ([login to view URL] - Hierarchical Convolutional Attention Networks for Text Classification, Gao et al., ACL 2018). It would be desirable and interesting to explore simplified versions of this architecture, or other variants of a convolutional neural network. to give me : - A detailed notebook presenting the study (description of the corpus, the task, the protocol evaluation, implementation of the model (s) in Keras, experimental results). - A report (some pages) who describe the best CNN that you will have developed to help you : projet .ipynb - a little structure of the project
Project ID: 23632851

About the project

8 proposals
Remote project
Active 4 yrs ago

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I'm computer engineering TA with 10+ years of experience. Exprienced with data mining , data analytics , preprocessing, feature extraction, clustering, classification, and visualization Experienced also with Natual language processing , deep learning and machine learning models and convolutional neural networks Experienced with python programming numpy,scipy,pandas , matplotlib , qt4 , tkInter , GUI ,signal processing , big data analytics , machine learning through python 2.7 and 3.6 Will provide you fully commented code + any required documentations
€200 EUR in 7 days
5.0 (22 reviews)
4.4
4.4
8 freelancers are bidding on average €156 EUR for this job
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Hello, i'm interested in your project. Please send me a message so that we can discuss more. I prefer to submit my detailed proposal after our discussion regards kanta singh.
€100 EUR in 7 days
4.8 (9 reviews)
4.4
4.4
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Hi, I lead a team of Machine Learning Engineers and Python experts with hands-on experience building and deploying models. All the members of our team are  IIT Roorkee pass-outs. We've developed various complex deep learning algorithms which include RNNs and CNNs, for time series forecasting, regression, and classification. Apart from that, we are familiar with all the versions of TensorFlow, PyTorch, and Keras. We provide services in fields of: - Programming(Python/PHP/Java/C/C++/C#/HTML/XML/R,JavaScript) - AI(Text Processing/OpenCV/Image Processing/Machine Learning/Data Mining) - Android development - React native development - Big Data(Hadoop ecosystem tools like Hive/Spark/HDFS/...) - AWS / Heroku With us, be assured of quality and genuine work. Take a look at our Portfolio - it speaks for itself.
€150 EUR in 3 days
4.9 (9 reviews)
4.0
4.0
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hi, I have read the details of the project. I have worked as a Windows desktop/embedded *C/C++(MT4, 5)/C# developer for over 6 years, I have completed many simple and complex projects with Visual Studio and C++, some linux-things too, I also do JAVA tasks on eclipse and netbeans. I have the knowledge of how to debug PHP issues,wordpress plugins that are buggy and need fixes.... or some extra functionality is needed. I also like doing Javascript frontend things - especially some WebGL, SVG or similar graphics/canvas related things I would be glad if the opportunity of doing this task can be given to me. i'll await your message to have more discussion with you on the project. Kindly check my profile https://www.freelancer.com/u/mzdesmag to see my past works and reviews. Thanks.
€50 EUR in 1 day
4.3 (6 reviews)
4.3
4.3
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Hello!! We are DSPro, a software development agency specialized in providing services and products to companies, through cutting edge technologies such as Cognitive Computing, Backend systems, Data Pipelines, Machine learning, Internet of Things (IoT) and Artificial Intelligence. We are specialized in the development of software applications with huge data pipelines systems, and also, we have knowledge in Backend development, Python, Jupyter Notebook, Javascript, PHP, HTML, MySQL, Data Mining, Data Processing, APIs, Software development, software architecture and design and other technologies. The main mission in DSPro is to do the best job on your projects, to the smallest details, to provide you with an excellent and complete job. We want to give you an excellent job experience, in exchange of your satisfaction face with the results and your review to us. Your challenge is exactly what we are searching in order to our experience with Engineering. We have nicely done hundreds of projects like yours, with a lot of happy clients. Please give it a moment to talk with us and show you our experience. Thanks you for your time Will be a pleasure talk more about your project with you!!! Best Wishes Anthony Muñoz, DSPro
€110 EUR in 7 days
5.0 (1 review)
3.0
3.0
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Hi I my self is researcher in nlp and looking to write a research paper. How about collaboration and doing this work together I can do this coding part for you
€250 EUR in 30 days
4.9 (3 reviews)
2.6
2.6
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Hello, I am interested in your task. I have 2 years industry experience as I am working on text classification. Feel free to contact me. I have developed various project on Jupyter Notebook. We can discuss more in chat.
€250 EUR in 7 days
5.0 (2 reviews)
0.8
0.8
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Very interesting and suitable project for me. I am a competent natural language processing and artificial intelligence expert and have already developed many text processing projects using various python packages such as keras, nltk, gensim, pandas and so on. Hope to chat for more details.
€140 EUR in 3 days
0.0 (0 reviews)
0.0
0.0

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Flag of FRANCE
bron, France
5.0
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Member since Jan 27, 2020

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