https://github.com/a11to1n3/barncsp
Barn Conditional Sampling Problem
Science Score: 13.0%
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○Scientific vocabulary similarity
Low similarity (3.8%) to scientific vocabulary
Last synced: 9 months ago
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Repository
Barn Conditional Sampling Problem
Basic Info
- Host: GitHub
- Owner: a11to1n3
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 67.4 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
Created about 2 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
License
README.md
Barn Conditional Sampling Problem
What is it about?
- Picking a section of the barn in Z-axis, find k points in which the average of the CO2 concentration at these points equals to the average of CO2 concentration of the entire barn.
Install requirements
- Install PyTorch at: https://pytorch.org/
- Install other requirements by:
pip install -r requirements.txt
How to use it?
- Run the script, then the corresponding results will appear in the results folder:
python barnCSP.py -c [tda-mapper/kmedoids/random/uniform/simulated-annealing/PSO/monte-carlo/genetic] -d [2D/3D] [path/to/barn/csv/file]
Note
Extra settings are configured directly in the configuration dictionary in the barnCSP.py file
Owner
- Name: Anh-Duy Pham
- Login: a11to1n3
- Kind: user
- Website: https://a11to1n3.github.io/blog/
- Repositories: 1
- Profile: https://github.com/a11to1n3
GitHub Events
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Dependencies
requirements.txt
pypi
- numpy *
- pandas *
- scikit-learn *
- scikit-learn-extra *
- tqdm *