Visualize the hidden state of LSTM and BLSTM models.

I have made an LSTM model and Bilstm model for the same prediction task and get some results. But I would like to compare both models by showing, for example, the features that we can get while using LSTM and the features that we can get while using Bilstm. Or do you know another way to compare them just in order to justify why using one is better than using the other one?

I need like an intuition that may lead to choosing one instead of the other one before the training.

Idea 1 : Visualize the hidden state of LSTM and BLSTM models.

What's your idea ?

Taidot: Deep Learning, Machine Learning (ML), Python, Keras, Neural Networks

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Tietoa työnantajasta:
( 4 arvostelua ) Tokyo, Japan

Projektin tunnus: #22748585

8 freelanceria on tarjonnut keskimäärin $180 tähän työhön


Hello Sir, I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without cha Lisää

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Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would l Lisää

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It depends on the prediction task, but if you want a thorough comparison done between them while using those results to fine-tune both models, then I suggest testing them using (if they are linguistic training) grammar Lisää

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hello sir I'm a machine learning engineer having 5+ year of experience. I have done many projects on machine learning, Deep learning, image processing. Some of the projects are TMDB box office prediction humph back wh Lisää

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Hi, I have worked extensively and already have code to visualise layers. Class Activation Maps can be used. GradCAM has a better performance though. I am currently working on GCAMplusplus which has a slightly better pe Lisää

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Data Scientist with 4+ years of experience executing data-driven solutions to increase efficiency, accuracy, and utility of internal data processing. Experienced at creating data regression models, using predictive dat Lisää

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Dear Client, I have read all your requirements very carefully. I am very interested in working with you on this project. I have 5+ years of R&D experiences about ML, AI. Request you to please do a message to discuss Lisää

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I am passionate about my work. Because I love what I do, I have a steady source of motivation that drives me to do my best.

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