sgh14 / deep-quantum-sensing

Deep learning to make predictions from quantum sensor measurements

Home Page:https://sgh14.github.io/deep-quantum-sensing/

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Deep Quantum Sensing

Deep learning to make predictions from quantum sensor measurements (simulated with this repository).

Set up

$ conda env create -f environment.yml

To use W&B, first it is necessary to run

$ wandb login

Additionally, plotting the model arquitecture requieres the installation of graphviz. Otherwise, this installation is not necessary.

Usage

Define the dataset, model and training configuration using a configuration YAML file and run

$ python main.py -c [config_file]

An example of a configuration file for each possible type of model is included in the folder config_files.

About

Deep learning to make predictions from quantum sensor measurements

https://sgh14.github.io/deep-quantum-sensing/


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