Severson-Group / Severson-Group/docs.amdc.dev
Add example of data filtering to Logging docs
Nobody has claimed this yet.
- Dominant language
- Jupyter Notebook
- Stars
- 1
- Forks
- 3
- Avg merge
- 2d 23h
- Merged PRs (30d)
- 1
Description
This issue was moved from the AMDC-Firmware repo: https://github.com/Severson-Group/AMDC-Firmware/issues/144
Per @Nick-Hemenway
You can VERY easily filter data in python pandas as follows:
First, create a filtering function:
# If the window length is 21, it will fit 10 data points to each side of the data point that is being smoothed
from scipy import signal
my_filter = lambda x: signal.savgol_filter(x, window_length = 21, polyorder = 2)
Then, to use the filter:

TODO
Since this is so easy and could be a very common thing to do when logging data, add a section to the Logging markdown docs with the above information.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Find the Logging markdown documentation in the docs.amdc.dev repository and review its existing data-logging examples. Add a section using the provided pandas and Savitzky-Golay filtering example, then verify that the documentation builds and the new section renders correctly.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- pandas, python
- Domain
- documentation
- Issue type
- Documentation
- Difficulty
- 1/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 55/100