ML-dim-reduction

Datasets:

NOTE: the COIL and Fashion datasets arent present in this repository due to githubs file size restictions.

Coil:

It has 100 different objects, each of this object has 71 pictures with a different perspective.

Digits:

Contains handdrawn images of digits.

Fashion-MNIST:

It has 10 classes of fashion and gray-scaled pictures of fashion.

Results:

Methods used PCA, t-SNE and MDS.

2D:

3D: