Melvin Alvarez
27 lines
501 B
Markdown
27 lines
501 B
Markdown
# API: Sparse Optimization
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## sparse_pca_py
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```python
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from optimizr import sparse_pca_py
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components = sparse_pca_py(
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X,
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n_components=3,
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l1_ratio=0.2,
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)
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```
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- `X`: 2D NumPy array
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- Returns component matrix `(n_components, n_features)`
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## box_tao_decomposition_py
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```python
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from optimizr import box_tao_decomposition_py
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solution = box_tao_decomposition_py(X)
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```
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## elastic_net_py
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```python
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from optimizr import elastic_net_py
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coeffs = elastic_net_py(X, y, l1_ratio=0.3, alpha=0.01)
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```
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