A small example dashboard for visualizing high-dimensional simulation data coming from the ICSE at the University of Utah.
The following dependencies need to be installed before running:
- Flask
The following optional dependencies are needed to run the example.py
code:
- scipy
- numpy
- pandas
- openpyxl
- xlrd >= 0.9.0
- dill
These can easily all be installed using pip
:
pip install -r requirements.txt
There are two examples that can be run:
python example_simple.py
python example.py
Then navigate your browser to localhost:5000
.
Note, this second example requires additional dependencies which are listed in the Dependencies section above.
- Explore the use of scatterplot projections and other methods of summarizing the many output dimensions.
- Continue exposing the formatting to the python side.
- Generate more data and validate example with experimental data.
This project utilizes or reproduces code from the following projects: