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hub / github.com/MingyanZHU/machine_learning

github.com/MingyanZHU/machine_learning @main

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80 symbols 163 edges 17 files 36 documented · 45%
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Core symbols most depended-on inside this repo

predict
called by 10
lab1/lab1.py
accuracy
called by 5
lab2/lab2.py
fitting
called by 5
lab2/newton_method.py
fitting
called by 4
lab1/newton_method.py
transform
called by 3
lab1/lab1.py
pca
called by 3
lab4/lab4.py
sigmod
called by 2
lab2/lab2.py
split_data
called by 2
lab2/lab2.py

Shape

Method 50
Function 18
Class 12

Languages

Python100%

Modules by API surface

lab3/gaussian_mixture_model.py10 symbols
lab3/k_means.py7 symbols
lab2/gradient_descent.py7 symbols
lab4/lab4.py6 symbols
lab2/newton_method.py6 symbols
lab2/lab2.py6 symbols
lab1/newton_method.py5 symbols
lab1/gradient_descent.py5 symbols
lab1/analytical_solution.py5 symbols
lab3/iris_read.py4 symbols
lab2/blood_read.py4 symbols
lab1/conjugate_gradient.py4 symbols

For agents

$ claude mcp add machine_learning \
  -- python -m otcore.mcp_server <graph>

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