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Use LSTM neural network for 1D distributional data prediction

Python 64.09% Shell 0.36% MATLAB 35.55%

pattern_prediction_nn_shangying's Introduction

pattern_prediction_NN_Shangying

This contains all the relevant codes and sample data for the following paper:

Massive computational acceleration by using neural networks to emulate mechanism-based biological models Shangying Wang, Kai Fan, Nan Luo, Yangxiaolu Cao, Feilun Wu, Carolyn Zhang, Katherine A. Heller, Lingchong You doi: https://doi.org/10.1101/559559

we use python 3.5 platform and implement tensorflow 2.0 for neural network design and trainings/tests

Please cite our paper if you used or learned from our codes.

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