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GitHub / association-rosia / reflection-connection
This repository hosts code and resources for a project using Siamese Neural Networks (SNN) for seismic data analysis in geophysics. The goal is to develop an algorithm that identifies and matches similar seismic features, assisting geoscientists in interpreting subsurface geological structures.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/association-rosia%2Freflection-connection
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 3.19 MB
Dependencies:
31
Created: 3 months ago
Updated: about 1 month ago
Last pushed: about 2 months ago
Last synced: about 1 month ago
Topics: computer-vision, data-science, deep-learning, geological-feature-recognition, geophysics, machine-learning, seismic-data-analysis, siamese-neural-networks, snn
Files
Dependencies
- faiss-cpu *
- jupyter *
- matplotlib *
- numpy *
- opencv-python *
- pandas *
- plotly *
- pytorch-lightning *
- pyyaml *
- scikit-learn *
- torch *
- torchvision *
- tqdm *
- transformers *
- wandb *
- PyYAML ==6.0.1
- faiss-cpu ==1.8.0
- jupyter ==1.0.0
- matplotlib ==3.8.3
- numpy ==1.26.4
- opencv-python ==4.9.0.80
- pandas ==2.2.1
- plotly ==5.20.0
- pytorch-lightning ==2.2.1
- scikit-learn ==1.4.1.post1
- torch ==2.2.1
- torchvision ==0.17.1
- tqdm ==4.66.2
- transformers ==4.39.1
- wandb ==0.16.5