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MilesCranmer
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Parent(s):
8c58028
More todo
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README.md
CHANGED
@@ -154,8 +154,8 @@ pd.DataFrame, Results dataframe, giving complexity, MSE, and equations
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# TODO
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- [ ] Calculate feature importances of future mutations, by looking at correlation between residual of model, and the features.
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- Store feature importances of future, and periodically update it.
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- [ ] Implement more parts of the original Eureqa algorithms: https://www.creativemachineslab.com/eureqa.html
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@@ -195,3 +195,6 @@ pd.DataFrame, Results dataframe, giving complexity, MSE, and equations
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- No effect
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- [x] Create struct to pass through all hyperparameters, instead of treating as constants
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- Make sure doesn't affect performance
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# TODO
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- [ ] Why don't the constants continually change? It should optimize them every time the equation appears.
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- [ ] Add several common unary and binary operators; list these.
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- [ ] Calculate feature importances of future mutations, by looking at correlation between residual of model, and the features.
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- Store feature importances of future, and periodically update it.
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- [ ] Implement more parts of the original Eureqa algorithms: https://www.creativemachineslab.com/eureqa.html
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- No effect
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- [x] Create struct to pass through all hyperparameters, instead of treating as constants
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- Make sure doesn't affect performance
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- [x] Rename package to avoid trademark issues
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- PySR?
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- [x] Put on PyPI
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