Multivariate time series classification with LSTM (keras)

I have a csv file with ~5000 rows and these columns


where y is the class [-1,0,1] and x1-7 are the features

I need a python script that creates a new csv file with these columns


where yhat is the predicted classification

it will use an LSTM model, taking as input 10 past observations

it will use the first 70% of the observations for training and classify the remaining 30% (~1500 rows)

The code must be compatible with the following libraries at the specified versions

scipy: 1.5.2

numpy: 1.19.2

matplotlib: 3.3.2

pandas: 1.1.3

statsmodels: 0.12.0

sklearn: 0.23.2

theano: 1.0.4

Using Theano backend.

keras: 2.2.5

Beceriler: Python, İstatistik, Machine Learning (ML), Veri İşleme, Keras

Daha fazlasını gör: multivariate time series in r, convolutional neural networks for time series classification, multivariate time series forecasting python, machine learning time series classification, time series classification python, lstm time series classification keras, naveen sai me project multivariate time series classification, time series classification tensorflow keras, multivariate time series classification python, lstm time series classification tensorflow, lstm multivariate time series, multivariate time series forecasting lstm, multivariate time series forecasting with lstms in keras, time series classification keras, multivariate time series lstm, lstm time series classification, "multivariate time series forecasting with lstms in keras", multivariate time series classification, lstm multivariate time series classification, cnn lstm time series classification

İşveren Hakkında:
( 0 değerlendirme ) Trento, Italy

Proje NO: #28293968



Hello friend, please send me you dataset and I'll be glad to reply with a working script for evaluation before you decide to accept my bid. Looking forward for your reply. Best regards, Daniel

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Hi, I have read the details I believe I can do this job. While I believe I have some queries which need to be clarified. For that I would request you to start the chat so we could clarify those. We can discuss the time Daha Fazla

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I can help you in time series. I have 2 years experience in machine learning and data science. Waiting for your good response

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I have already build a similar script to predict stocks using Keras but in tensorflow backend. Will be happy to convert and modify it to use theano for you :)

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