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install_linux.sh
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WORKDIR=$PWD
#conda init bash
eval "$(conda shell.bash hook)"
# create zairachem conda environment
ZAIRACHEM_ENVIRONMENT='zairachem'
conda create -n $ZAIRACHEM_ENVIRONMENT python=3.10 -y
#source $CONDA_PREFIX/etc/profile.d/conda.sh
conda activate $ZAIRACHEM_ENVIRONMENT
# pip
python3 -m pip install -U pip
#python3 -m pip install -U setuptools wheel
python3 -m pip install setuptools==69.5.1
python3 -m pip install tables openpyxl
# other pip-installable dependencies
python3 -m pip install tensorflow==2.10.0
python3 -m pip install autokeras==1.0.20 #==1.0.16
# install autogluon cpu
python3 -m pip install -U "mxnet<2.0.0"
python3 -m pip install autogluon.tabular==0.7.0
# install autogluon gpu
# Here we assume CUDA 10.1 is installed. You should change the number
# according to your own CUDA version (e.g. mxnet_cu100 for CUDA 10.0).
#python3 -m pip install -U "mxnet_cu101<2.0.0"
#python3 -m pip install autogluon
# install extra dependencies
python3 -m pip install git+https://github.com/chembl/[email protected]
python3 -m pip install -q -U keras-tuner==1.4.7
# install ersilia
python3 -m pip install git+https://github.com/ersilia-os/[email protected]
ersilia --help
# install ersilia compound embedding
python3 -m pip install eosce==0.2.0
# install isaura
python3 -m pip install git+https://github.com/ersilia-os/isaura.git@ce293244ad0bdd6d7d4f796d2a84b17208a87b56
# install stylia
python3 -m pip install git+https://github.com/ersilia-os/stylia.git
# install lazy-qsar
python3 -m pip install git+https://github.com/ersilia-os/[email protected]
# install melloddy-tuner
python3 -m pip install git+https://github.com/melloddy/[email protected]
# install tabpfn
python3 -m pip install tabpfn==0.1.8
# install imblearn
python3 -m pip install imbalanced-learn==0.10.1
#install olinda
python3 -m pip install -e git+https://github.com/JHlozek/olinda.git#egg=olinda
# install zairachem
python3 -m pip install -e .