- Lesson 1:
- Lesson 2
- Lesson 3:
- data_block API
- MultiLabel Classification
- Image Segmentation for the camvid dataset
- Berkley Segmentation datat using datablock
- lesson4:
- Lesson5:
- Lesson6:
- Lesson7:
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[Topic modeling](./nbs/numerical_linear_algebra/2. Topic Modeling with NMF and SVD.ipynb) 1.1 NMF with pytorch
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Background removal with Robust PCA 2.1 Load a movie data 2.2 SVD 2.3 Principal Component Analysis (PCA) 2.4 L1 norm induces sparscity 2.5 Robust PCA