TDA_on_MNIST

MODEL FLAGS

Only for dataset preparation:

FOR MNIST

    MODEL FLAGS = "--data MNIST --ippath None --data_path ../data/datasets_MNIST/"

FOR CMATER

    MODEL FLAGS = "--data CMATER --ippath ../data/CMATERdb3.1.3.3/ --data_path ../data/datasets_CMATER/"

Only for topological data extraction (728 features):

FOR MNIST

    MODEL FLAGS = "--data MNIST --ippath ../data/datasets_MNIST/ --oppath ../data/datasets_MNIST/tda_features/"

FOR CMATERdb

    MODEL FLAGS = "--data CMATER --ippath  ../data/datasets_CMATER/ --oppath ../data/datasets_CMATER/tda_features/"

Only for Deep Feature Extractions (ResNet18 Model):
- FOR MNIST
```
    MODEL FLAGS = 
```
- FOR CMATER
```
    MODEL FLAGS = 
```

Only for Classification and Optimisation of the features:

FOR MNIST

    MODEL FLAGS = "--data MNIST --data_dir ../data/datasets_MNIST/ --model SVM_multiclass --optimisation yes --N 25 --max_iter 10 --concatenate yes"

FOR CMATER

    MODEL FLAGS = "--data CMATER --data_dir ../data/datasets_CMATER/ --model SVM_multiclass --optimisation yes --N 25 --max_iter 10 --concatenate yes"

Itachi1999/TDA_on_MNIST

TDA_on_MNIST

MODEL FLAGS