MilesCranmer/PySR

Issues

• [Feature]: Support for Full Time-Derivative Prediction (the Right Hand Side of System of ODEs) with Symbolic Regression

  #732 opened 2 months ago by rucky96
  1

• [BUG]: Memory leak(?) when using batching with large dataset (>450K items)

  #706 opened 4 months ago by sirisian
  9

• [Feature]: fixsize

  #484 opened a year ago by edfink234
  3

• Timeout in seconds not applying

  #725 opened 3 months ago by MilesCranmer
  2

• [BUG]: torch export fails for expressions with constant inputs e.g. exp(2)

  #656 opened 6 months ago by tbuckworth
  12

• Let sympy use log2(x) instead of log(x)/log(2)

  #711 opened 4 months ago by MilesCranmer
  2

• [BUG]: PySRRegressor.from_file throws AttributeError

  #700 opened 4 months ago by tbuckworth
  4

• [Feature]: PySR interface should support ClusterManager keyword arguments

  #699 opened 4 months ago by wkharold
  0

• [Feature]: Apptainer support

  #686 opened 4 months ago by wkharold
  2

• [Feature]: Random Seed for Reproducibility

  #691 opened 5 months ago by cmougan
  5

• Replace spaces with underscores in column names also for the predict function

  #690 opened 5 months ago by MilesCranmer
  0

• [Feature]: Easier bug reporting/automated error reports

  #683 opened 5 months ago by MilesCranmer
  0

• [BUG]: Hard crash on import from MacOS System Integrity Protection (SIP)

  #682 opened 5 months ago by ev-watson
  10

• [BUG]: EXCEPTION_ACCESS_VIOLATION during garbage collection in PySR

  #661 opened 6 months ago by zzccchen
  22

• [Feature]: Custom loss function implementation in python

  #672 opened 5 months ago by xnerhu
  3

• AttributeError: module 'pysr' has no attribute 'Problem'

  #666 opened 5 months ago by MilesCranmer
  1

• [BUG]: Freezes after launching pysr in streamlit app

  #662 opened 6 months ago by bahonya
  3

• [Feature]: Add priori of equation form

  #494 opened a year ago by zhuyi-bjut
  5

• [BUG]: Failed to customize and let PySR use the modified backend.

  #655 opened 6 months ago by jun199704
  1

• [BUG]: libpcre2-8 bug on Windows

  #636 opened 7 months ago by zhuyi-bjut
  9

• Windows Julia Install - could not load library "libpcre2-8" The specified module could not be found.

  #566 opened 9 months ago by tbuckworth
  21

• [Feature]: Multi-Class Classification

  #640 opened 7 months ago by SyedUmairHassanKazmi
  4

• [BUG]: Piecewise not in torch_mappings

  #639 opened 7 months ago by tbuckworth
  5

• [Feature]: How to get the value of a constant in a fixed expression

  #630 opened 7 months ago by ccclalala123
  0

• [Feature]: Unary operator to pick an item at index from current X

  #629 opened 7 months ago by sentialx
  1

• [BUG]: model.fit works but there's an error at the end in parse_expr

  #627 opened 7 months ago by SrGonao
  6

• Unable to run 2nd last cell

  #626 opened 7 months ago by 29shubham95
  1

• Prior of the model

  #618 opened 8 months ago by CatYukino
  0

• [Feature]: Supplying initial guess to Symbolic Regression

  #615 opened 8 months ago by paul188
  0

• [Feature]: Warn user about low `niterations`

  #603 opened 8 months ago by MilesCranmer
  0

• [BUG]: Compatibility Issue with Julia Version When Using PySR

  #600 opened 8 months ago by ewijaya
  6

• [DOCS] Import sections of JuliaCall docs

  #601 opened 8 months ago by MilesCranmer
  0

• [Feature] Should warn if populations < procs

  #595 opened 9 months ago by MilesCranmer
  0

• [BUG]: Can't pickle greater: attribute lookup greater on __main__ failed

  #588 opened 9 months ago by tbuckworth
  3

• Error Running PySR with Julia in Windows 10 (Anaconda Environment)

  #586 opened 9 months ago by MilesCranmer
  0

• Search-replace old code snippets with new syntax

  #582 opened 9 months ago by MilesCranmer
  0

• Update Head Worker Occupation Warning

  #551 opened 9 months ago by kmlefran
  3

• [Feature]: TensorBoard support

  #581 opened 9 months ago by MilesCranmer
  0

• [Feature]: Select Julia version at first import.

  #575 opened 9 months ago by JacobZhao
  0

• [Feature]: Recover up-to-date expression from exported PyTorch model (SingleSymPyModule)

  #574 opened 9 months ago by fburic
  0

• [BUG]: PyTorch module does not preserve dimensions of input tensor

  #571 opened 9 months ago by fburic
  0

• [BUG]: Encounter segmentation faults in running the toy example on RHEL machines

  #561 opened 9 months ago by ganfisher
  14

• Command '['julia', '-e', '...']' returned non-zero exit status 1

  #555 opened 9 months ago by LeoVoltolini
  2

• [BUG]: Using dimensional constraints result in "UndefVarError: `k` not defined" error

  #544 opened 10 months ago by drcassar
  4

• [Feature]: Warn if better linear model available

  #536 opened a year ago by Maltimore
  4

• [Feature]: Composite regressors

  #514 opened a year ago by eelregit
  0

• [BUG]: PySR can not rediscover X^2

  #511 opened a year ago by foxtran
  3

• [BUG]: Possible memory leakage & best practices for memory scaling?

  #490 opened a year ago by paulomontero
  5

• [BUG]: Small typo in documentation

  #489 opened a year ago by manuel-morales-a
  1

• Rethinking default behavior for number of iterations

  #483 opened a year ago by MilesCranmer
  0