time-series series-data time-series-analysis time-series-forecasting time-series-prediction time-series-forecast time-series-econometrics rnn rnn-model rnn-lstm rnn-tensorflow rnn-keras lstm lstm-neural-networks lstm-model

predictive-modelling

Predictive Modelling of Time Series Data using LSTM RNNs

A project that does forecasting of time series values, using normal ANNS and LSTM RNNs. The project was done using ten year's of data and seasonal trends were analyzed.

The code requires Keras and its dependencies to be installed, which can be downloaded using pip with the command

pip install keras

Shortcomings

Slightly customized code with respect to the data, but can easily be adapted to any custom data. Contact me if any queries.

About

Predictive Modelling of Time Series Data using LSTM RNNs

time-series series-data time-series-analysis time-series-forecasting time-series-prediction time-series-forecast time-series-econometrics rnn rnn-model rnn-lstm rnn-tensorflow rnn-keras lstm lstm-neural-networks lstm-model

MIT License

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Language:Python 100.0%