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PySR

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Rename package to pysr
009c407

MilesCranmer commited on

All cores by default
7ef6388

MilesCranmer commited on

Very good hyperparameters
90049bc

MilesCranmer commited on

Introduce perturbation factor
35b5720

MilesCranmer commited on

Consider all members of population for hall of fame
258a1b4

MilesCranmer commited on

Merge pull request #1 from MilesCranmer/insertionOp
931a410
unverified

MilesCranmer commited on

Hyperparams similar to previous found by hyperopt
9f27d22

MilesCranmer commited on

Update hyperparams and docs to insertionOp
dcb0894

MilesCranmer commited on

Make parsimony relative to baseline loss
c4bc4e3

MilesCranmer commited on

Fix printing of equations to ignore size
ea6850d

MilesCranmer commited on

Function to combine redundant constants for plus, multiply
47712b5

MilesCranmer commited on

Rewrite delete function to join cutoff subtree with parent
d1327f1

MilesCranmer commited on

Function to return random node AND parent
08a98f6

MilesCranmer commited on

New arg for insert node weight
2e104cc

MilesCranmer commited on

Calculate length as constant
627c408

MilesCranmer commited on

Eternal best model actually hurts learning
44b1333

MilesCranmer commited on

Stop using anonymous function for square error
386f4f2

MilesCranmer commited on

New hyperparameter idea
67dd4fe

MilesCranmer commited on

Save best tree during training
6518f83

MilesCranmer commited on

Fix issues with hyperopt code
a95ae71

MilesCranmer commited on

Increase default population parameter
9b8f588

MilesCranmer commited on

Ideas for feature analysis
9aef011

MilesCranmer commited on

Always simplify tree for hall of fame
f872f99

MilesCranmer commited on

Idea for new mutation
c702e70

MilesCranmer commited on

Move back to old default hyperparams
01b43d2

MilesCranmer commited on

Tell users they should set maxsize
6aa8f20

MilesCranmer commited on

Create copy operation for nodes; faster than deepcopy
327e651

MilesCranmer commited on

Prioritize deepcopy performance improvement
651f56a

MilesCranmer commited on

Update default params based on 500 more trials
c225f3c

MilesCranmer commited on

Clean up API reference
2925a1d
unverified

MilesCranmer commited on

Give quick start example
ecc127c
unverified

MilesCranmer commited on

Greatly improve readme
012bfcc

MilesCranmer commited on

Adjust hyperparameters based on 1000 trial search
7b7f087

MilesCranmer commited on

Adjust hyperparameters based on 500 trial search
dadf84b

MilesCranmer commited on

Make hyperopt less sensitive to specific test
eb8a07c

MilesCranmer commited on

Average over more tests for hyperparam search
597f1d0

MilesCranmer commited on

Fix rounding of floats
7d1a81e

MilesCranmer commited on