Bachelor Thesis Source Code

Source code accompanying my bachelor thesis. /neural_network and /baseline are modified versions of the NeuralWarp implementation supporting the NeuralWarp paper.

Requirements

The project uses the following libraries:

• TensorFlow 1.13 (version 2.0 not supported yet)
• Pandas
• Numpy
• Matplotlib
• FastDTW
• Scipy
• Kafka-Python
• Scikit-Learn
• JobLib

Hardware

The project used the following hardware:

• Intel(R) Core(TM) i9-7900X CPU @ 3.30GHz
• 64GB RAM
• 2x ZOTAC GeForce GTX 1080 Ti 11GB (the source code expects that two graphics cards are available)

Data

Due to the high storage requirements, the raw and preprocessed data cannot be made available here. These data can be downloaded here separately.