PySR / eureqa.jl

Commit History

Stop using anonymous function for square error
386f4f2

MilesCranmer commited on

Save best tree during training
6518f83

MilesCranmer commited on

Always simplify tree for hall of fame
f872f99

MilesCranmer commited on

Create copy operation for nodes; faster than deepcopy
327e651

MilesCranmer commited on

Fix rounding of floats
7d1a81e

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Enable many files to run at once by dump to random filename
4ff119b

MilesCranmer commited on

Parametrize probability weights
a1e142a

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Print with zero-index format
c27a9c8

MilesCranmer commited on

Allow threads>cores
4c048fc

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Allow numpy arrays to be passed
a3a2513

MilesCranmer commited on

Add functionality to save hall of fame to file
3f4ce91

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Rename eureqa file back
1bbc0c9

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Add a python interface
cfca8a4

MilesCranmer commited on

Add mutation to generate random tree
16c9195

MilesCranmer commited on

Fix issue with empty hall of fame
311797d

MilesCranmer commited on

Update constant optimization settings
a595f09

MilesCranmer commited on

Optimize hall of fame constants with LBFGS
cedbbde

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Add functions to set constants
b18ab5a

MilesCranmer commited on

Treat dataset as global constant
cf95c4d

MilesCranmer commited on

Split into multiple files
7b2d6ac

MilesCranmer commited on

Add method to simplify tree constants
f972a12

MilesCranmer commited on

Fix potential problem with copying reference
941b663

MilesCranmer commited on

Prevent changing of existing tree in population
58f63a3

MilesCranmer commited on

Add hall of fame and nicer printing
5e2a70f

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Speedup with annealing turned off
d3ad40f

MilesCranmer commited on

Fix bug with no vectorization
b13cd33

MilesCranmer commited on

Vectorize evaluation; get 5x speedup
41cab3e

MilesCranmer commited on

Add benchmark file
c3d240e

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Increase time resolution of ages
3c89246

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Clean up helper functions
e926635

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Clean up dataset integration
295c6bd

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Add verbose printing option
c3d54db

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Change default hyperparams; add skip option for mutation
d3b42d5

MilesCranmer commited on

Remove example code
8d9fde2

MilesCranmer commited on

More documentation
d96df3e

MilesCranmer commited on

Fix other parallelization issue with switch to @spawnat over @pmap
b364345

MilesCranmer commited on

Fix parallelization issue
9c27796

MilesCranmer commited on

Attempting to merge populations
a369299

MilesCranmer commited on

Working parallelized version
6e5f7ce

MilesCranmer commited on