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wangys_biolab
effector-gan
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815e4007
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815e4007
authored
Feb 15, 2022
by
wangys_biolab
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@@ -18,6 +18,8 @@ Before running Effector-GAN, users should make sure all the following packages a
**Add iFeature into environment variables (~/.bashrc)**
` export PATH=$PATH:/xxxx/xxxx/xxxxx/iFeature`
`source ~/.bashrc`
## **Installation**
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@@ -30,18 +32,24 @@ Before running Effector-GAN, users should make sure all the following packages a
`source activate Effector-GAN`
** For python3.7 **
**pytorch: https://pytorch.org/get-started/previous-versions/**
**# CUDA 10.0**
conda install pytorch==1.2.0 torchvision==0.4.0 cudatoolkit=10.0 -c pytorch
**# CPU Only**
conda install pytorch==1.2.0 torchvision==0.4.0 cpuonly -c pytorch
**If you have GPU # CUDA 9.2
**
**If you have GPU # CUDA 10.0
**
`pip install torch==1.2.0 torchvision==0.4.0 `
`pip install torch==1.2.0 torchvision==0.4.0 `
**If you have GPU CUDA 10.0 **
`pip install torch==1.2.0+cu92 torchvision==0.4.0+cu92 -f https://download.pytorch.org/whl/torch_stable.html`
**CPU Only python3.7**
**CPU Only python3.7**
`pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f https://download.pytorch.org/whl/torch_stable.html`
`pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f https://download.pytorch.org/whl/torch_stable.html`
** other packages**
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@@ -49,23 +57,27 @@ Before running Effector-GAN, users should make sure all the following packages a
pip3 install tape_proteins==0.4
pip3 install numpy==1.19.2
pip3 install pandas==1.2.0
pip3 install Bio==
0.4.1
pip3 install Bio==
1.0.2
pip3 install sklearn
## **Effector-GAN**
`git@47.109.24.44:wangys_biolab/effector-gan.git`
`git clone http://47.109.24.44:4747/wangys_biolab/effector-gan.git`
cd effector-gan
## Input parameters
Effector-
GAN.py -h
python Effector_
GAN.py -h
$ -i inputfile in FASTA format
$ -o output
folder
$ -o output
csv file
### usage
`Effector-GAN.py -i test.fasta -o test_result.csv `
conda activate Effector-GAN
`python Effector_GAN.py -i independent_test_pos.fasta -o test_result.csv `
`
## WGAN.py
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