Model Details
Model Description
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Developed by: [More Information Needed]
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Order the SARS Cov2 sequences by environmental changes, mainly the rate of change of the sunshine duration.
Model Sources [optional]
- Repository: More Information Needed
- Paper : Applications of sliding sampling
- Demo : Kaggle
Uses
Classificaion of the SARS-Cov2 sequences and determination of mutational hotspots.
How to Get Started with the Model
Demo : Kaggle
Training Details
Training Data and test data
Stacked frequence of k-mers up to the 4-mer obtained from full size SARS-Cov2 sequences. NCBI sequence ID of each sequence for each fold is on the csvfile
Model Architecture and Objective
MLP VAE and mse loss
Demo : Kaggle
Hardware
GPU NVIDIA Corporation TU116 [GeForce GTX 1660 Ti]
More Information [optional]
Further details at Substack