Python is a high-level general purpose programming language, and its open source machine learning library is called Pytorch. It is currently being utilized by two of the tech sector’s most valuable companies, Facebook and Uber, who utilize it for different reasons. It is considered one of the most important tools in artificial intelligence today. It provides two main features, which include tensor computation, in addition to deep neural networks. The language is also known for utilizing a technique called automatic differentiation, which allows for rapid machine learning.

One of the most important aspects for automation and the internet of things is the idea of natural language processing, which allows human beings to interact with devices through voice. Human beings understand that the more that computers understand human languages, the more that automation can occur, not to mention real-world applications, such as language translation and transcription.

Pytorch is one of the most important libraries related to machine learning and deep learning, that is already being used by multiple Fortune 500 companies. Its relevancy will only increase the more that we move towards using artificial intelligence in everyday technology, and Pytorch can be a tool that can optimize countless companies exponentially.

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    Python project work 5 ngày left
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    Anyone who is good in python can do this project. There are TODO blocks that needs to be done

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    Create LSTM models based on article 3 ngày left
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    I need to create LSTM-Final (Saeidi et al.,2016) and SenticLSTM (Ma et al.,2018) refered in this article : [đăng nhập để xem URL] The source code is available for BERT, I need also an interface with ipython notebook that illustrate the execution of our 2 models with the existing ones (the link of the code: [đăng nhập để xem URL])

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    I built a model using Pytorch, trained the model and saved in a folder. I loaded them back and tried [đăng nhập để xem URL](), it seems fine with the performance but while validation(while [đăng nhập để xem URL]()) the performance degrades. I was advised that it might be overfitting of the model. I would like to get rid of this issue and plot the training and validation performance plots.

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