https://github.com/redtachyon/temperature-analysis
Code for analyzing ACTOS data
https://github.com/redtachyon/temperature-analysis
Last synced: over 1 year ago
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Code for analyzing ACTOS data
- Host: GitHub
- URL: https://github.com/redtachyon/temperature-analysis
- Owner: RedTachyon
- Created: 2017-10-11T22:32:31.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2020-04-25T18:12:33.000Z (about 6 years ago)
- Last Synced: 2025-01-24T12:13:14.908Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 11.3 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Temperature data analysis
This repository holds the code for analyzing the data from the Azores 2017 campaign which was the main point of my Bachelor's thesis. It involves statistical analysis of the data, as well as ML modeling and prediction
uft\_flightXX.mat and actos\_flightXX.mat files must be placed in the data/raw/ directory.
## Basic usage:
Install the required packages with pip3 install -r requirements.txt
run main.py (either with ./main.py or python3 main.py) to see the wind histograms.
heuristics.py contains detection algorithms
filters.py contains filters for preprocessing the temperature data
dataholders.py contains classes structures for manipulating temperature and wind data
utils.py contains various helper functions