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environment.yml
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environment.yml
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name: srbench
channels:
- conda-forge
dependencies:
- make
- compilers
- python
- cmake=3.19.1 # operon, feat
- eigen=3.3.9 # operon, feat, ellyn
- boost=1.74.0 # gpgomea, ellyn
- pkg-config # gpgomea
- scikit-learn=0.24.1
- pyarrow
- pandas
- numpy
- xgboost
- lightgbm
- gplearn
- armadillo=9.900.4 # gpgomea
- jupyter
- pytest
- matplotlib
# operon
- pybind11=2.6.1
- fmt=7.1.3
- taskflow=3.3.0
- xxhash
#deep-symbolic-regression
- tensorflow=1.14
- cython
- numba
- sympy
- click
- mpi4py
- dataclasses
# itea
# - libblas=3.9.0=8_openblas
# - liblapack=3.9.0=8_openblas
# - gmp=6.2.1=h58526e2_0
# - gsl=2.6=he838d99_2
# - libffi=3.3=h58526e2_2
# feat
- cython=0.29.*
- ninja
- setuptools=45.*
- shogun-cpp=6.1.4
- wheel=0.35.*
# PySR:
- julia>=1.6 # Note that this is julia itself.
- openlibm<0.8.0
# pip
- pip=20.3.3
- pip:
- DistanceClassifier==0.0.8 # ellyn
- pmlb==1.0.1.post3
- ffx==2.0.2 # ffx
- eigency==1.77
# BSR
- git+https://github.com/lacava/MCMC-SymReg
# AI-feynman
- git+https://github.com/lacava/AI-Feynman
# PySR:
- julia==0.5.7 # Note that this is PyJulia (pip name julia)
- pysr==0.7.0a3