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PySR / eureqa.jl

Commit History

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

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

MilesCranmer commited on

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

MilesCranmer commited on

Parametrize probability weights
a1e142a

MilesCranmer commited on

Print with zero-index format
c27a9c8

MilesCranmer commited on

Allow threads>cores
4c048fc

MilesCranmer commited on

Allow numpy arrays to be passed
a3a2513

MilesCranmer commited on

Add functionality to save hall of fame to file
3f4ce91

MilesCranmer commited on

Rename eureqa file back
1bbc0c9

MilesCranmer commited on

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

MilesCranmer commited on

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

MilesCranmer commited on

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

MilesCranmer commited on

Increase time resolution of ages
3c89246

MilesCranmer commited on

Clean up helper functions
e926635

MilesCranmer commited on

Clean up dataset integration
295c6bd

MilesCranmer commited on

Add verbose printing option
c3d54db

MilesCranmer commited on

Change default hyperparams; add skip option for mutation
d3b42d5

MilesCranmer commited on

Remove example code
8d9fde2

MilesCranmer commited on