MilesCranmer commited on
Commit
a9212fa
1 Parent(s): a05a888

Update README example

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Files changed (2) hide show
  1. README.md +2 -0
  2. example.py +1 -2
README.md CHANGED
@@ -98,8 +98,10 @@ model = PySRRegressor(
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  "cos",
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  "exp",
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  "sin",
 
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  ],
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  model_selection="best",
 
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  )
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  ```
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  This will set up the model for 5 iterations of the search code, which contains hundreds of thousands of mutations and equation evaluations.
 
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  "cos",
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  "exp",
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  "sin",
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+ "inv(x) = 1/x", # Custom operator (julia syntax)
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  ],
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  model_selection="best",
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+ loss="loss(x, y) = (x - y)^2", # Custom loss function (julia syntax)
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  )
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  ```
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  This will set up the model for 5 iterations of the search code, which contains hundreds of thousands of mutations and equation evaluations.
example.py CHANGED
@@ -13,11 +13,10 @@ model = PySRRegressor(
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  "cos",
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  "exp",
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  "sin",
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- "inv(x)=1/x", # Custom operator (julia syntax)
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  ],
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  model_selection="best",
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  loss="loss(x, y) = (x - y)^2", # Custom loss function (julia syntax)
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- multithreading=False,
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  )
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  model.fit(X, y)
 
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  "cos",
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  "exp",
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  "sin",
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+ "inv(x) = 1/x", # Custom operator (julia syntax)
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  ],
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  model_selection="best",
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  loss="loss(x, y) = (x - y)^2", # Custom loss function (julia syntax)
 
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  )
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  model.fit(X, y)