Steps
- Make the scanpy data with annotation of perterbations
- Quality control
- Normalization
- Batch Correction
- Highly Variable Genes
- PCA
Results and modified codes MUSIC.
Results for scMAGeCK.
Results for MIMOSCA.
One-shot leearning with Siamese net work/ Triplet net work with triplet loss => good results
Fast Context Adaptation via Meta-Learning
Model-Agnostic Meta-Learning (few-shot learning)
Simple version of Matching Networks for One Shot Learning
Kernel methods