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julianSchilcher / LMU_Master_Practical_SoSe24

Dummy project for the LMU master practical summer semester 2024
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Grow tree #3

Closed roebbert92 closed 6 months ago

roebbert92 commented 6 months ago

Growing the tree by:

  1. assigning the whole embedded dataset to the nodes
  2. per node calculate the sum of squared distances between center + assignments
  3. taking the node with highest sum
  4. doing k-means (k=2)
  5. assigning cluster centers as new centers to two new child nodes
  6. if optimizer supplied, adding centers to param groups

(we need to finalize the fit method of the deepect module)