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MilesCranmer
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Update todo
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README.md
CHANGED
@@ -274,11 +274,14 @@ pd.DataFrame, Results dataframe, giving complexity, MSE, and equations
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- [x] Put on PyPI
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- [x] Treat baseline as a solution.
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- [x] Print score alongside MSE: \delta \log(MSE)/\delta \log(complexity)
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- [ ] Use @fastmath
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- [ ] Refresh screen rather than dumping to stdout?
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- [ ] Test suite
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- [ ] Add ability to save state from python
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- [ ] Add true multi-node processing, with MPI, or just file sharing. Multiple populations per core.
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- [ ] Calculate feature importances based on features we've already seen, then weight those features up in all random generations.
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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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274 |
- [x] Put on PyPI
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275 |
- [x] Treat baseline as a solution.
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276 |
- [x] Print score alongside MSE: \delta \log(MSE)/\delta \log(complexity)
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277 |
+
- [ ] Add true multi-node processing, with MPI, or just file sharing. Multiple populations per core.
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- Ongoing in cluster branch
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- [ ] Dump scores alongside MSE to .csv (and return with Pandas).
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- [ ] Consider returning only the equation of interest; rather than all equations.
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- [ ] Use @fastmath
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282 |
- [ ] Refresh screen rather than dumping to stdout?
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283 |
- [ ] Test suite
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284 |
- [ ] Add ability to save state from python
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285 |
- [ ] Calculate feature importances based on features we've already seen, then weight those features up in all random generations.
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286 |
- [ ] Calculate feature importances of future mutations, by looking at correlation between residual of model, and the features.
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287 |
- Store feature importances of future, and periodically update it.
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