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PySR

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More todo

fdf3f16

MilesCranmer commited on Sep 19, 2020

pip instructions

8c58028

MilesCranmer commited on Sep 19, 2020

Version v0.1.0

62494b0

MilesCranmer commited on Sep 19, 2020

Create PyPI package under pysr

0c0aff7

MilesCranmer commited on Sep 19, 2020

Rename package to pysr

009c407

MilesCranmer commited on Sep 19, 2020

All cores by default

7ef6388

MilesCranmer commited on Sep 19, 2020

Update todos

f3c0668

MilesCranmer commited on Sep 19, 2020

Very good hyperparameters

90049bc

MilesCranmer commited on Sep 19, 2020

Introduce perturbation factor

35b5720

MilesCranmer commited on Sep 19, 2020

Update TODOs

c2c1511

MilesCranmer commited on Sep 19, 2020

Consider all members of population for hall of fame

258a1b4

MilesCranmer commited on Sep 19, 2020

Merge pull request #1 from MilesCranmer/insertionOp

931a410
unverified

MilesCranmer commited on Sep 19, 2020

Hyperparams similar to previous found by hyperopt

9f27d22

MilesCranmer commited on Sep 19, 2020

Update hyperparams and docs to insertionOp

dcb0894

MilesCranmer commited on Sep 19, 2020

Make parsimony relative to baseline loss

c4bc4e3

MilesCranmer commited on Sep 19, 2020

Fix printing of equations to ignore size

ea6850d

MilesCranmer commited on Sep 19, 2020

Function to combine redundant constants for plus, multiply

47712b5

MilesCranmer commited on Sep 19, 2020

Rewrite delete function to join cutoff subtree with parent

d1327f1

MilesCranmer commited on Sep 19, 2020

Function to return random node AND parent

08a98f6

MilesCranmer commited on Sep 19, 2020

New arg for insert node weight

2e104cc

MilesCranmer commited on Sep 18, 2020

Improve hyperopt

c4d7c3f

MilesCranmer commited on Sep 18, 2020

Improve hyperopt

8f44d1a

MilesCranmer commited on Sep 18, 2020

Better defaults

c7ce1c2

MilesCranmer commited on Sep 18, 2020

Save all members

df022a0

MilesCranmer commited on Sep 18, 2020

Add insertion op

b408888

MilesCranmer commited on Sep 18, 2020

Calculate length as constant

627c408

MilesCranmer commited on Sep 18, 2020

Eternal best model actually hurts learning

44b1333

MilesCranmer commited on Sep 18, 2020

Stop using anonymous function for square error

386f4f2

MilesCranmer commited on Sep 18, 2020

New hyperparameter idea

67dd4fe

MilesCranmer commited on Sep 18, 2020

Update todo

97d94c6

MilesCranmer commited on Sep 18, 2020

Save best tree during training

6518f83

MilesCranmer commited on Sep 18, 2020

Performance ideas

264634b

MilesCranmer commited on Sep 18, 2020

Fix issues with hyperopt code

a95ae71

MilesCranmer commited on Sep 18, 2020

Increase default population parameter

9b8f588

MilesCranmer commited on Sep 17, 2020

Ideas for feature analysis

9aef011

MilesCranmer commited on Sep 17, 2020

Always simplify tree for hall of fame

f872f99

MilesCranmer commited on Sep 17, 2020

Idea for new mutation

c702e70

MilesCranmer commited on Sep 17, 2020

Move back to old default hyperparams

01b43d2

MilesCranmer commited on Sep 17, 2020

Tell users they should set maxsize

6aa8f20

MilesCranmer commited on Sep 17, 2020

Create copy operation for nodes; faster than deepcopy

327e651

MilesCranmer commited on Sep 17, 2020

Prioritize deepcopy performance improvement

651f56a

MilesCranmer commited on Sep 17, 2020

Expand readme

49c1f08

MilesCranmer commited on Sep 17, 2020

Update default params based on 500 more trials

c225f3c

MilesCranmer commited on Sep 17, 2020

Update todo

3e14433

MilesCranmer commited on Sep 17, 2020

Clean up API reference

2925a1d
unverified

MilesCranmer commited on Sep 17, 2020

Give quick start example

ecc127c
unverified

MilesCranmer commited on Sep 17, 2020

Greatly improve readme

012bfcc

MilesCranmer commited on Sep 17, 2020

Sphinx docstring

7fb9d91

MilesCranmer commited on Sep 17, 2020

Full docstring

333f394

MilesCranmer commited on Sep 17, 2020

Adjust hyperparameters based on 1000 trial search

7b7f087

MilesCranmer commited on Sep 17, 2020