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deep_dock

The code was built based on D2. Thanks a lot for their code sharing!

run step

0.2smile_simplification.py:切分data为32份 | script | function | parameter | | 0.2smile_simplification.py | 切分data为32份 |-tp:进程数

Line number script function parameter
1 0.2smile_simplification.py 切分data为32份 -tp:进程数,-fn:下载下来zinc路径, zd:切分后保存的路径
2 0.3Morgan_fing.py 利用smiles得到morgan -tp:进程数,-zd:smiles路径,-dd:morgan路径
3 1.count_lines.py 统计每次迭代抽剩的data数量和当前迭代要sample的数量 -n_it:第n次迭代, -s:sample_num
4 2.sampling.py sample id,即XXX_set -n_it:第n次迭代, -s:sample_num
5 3.sanity_check.py 去掉与之前n_it重合的,去掉与tr,v之间重合的 -n_it:第n次迭代
6 4.Extracting_smiles.py 找出n_it的tr,v, tsample出来的smiles -n_it:第n次迭代
7 4.2add_a2ar_smi.py 加入a2ar的smiles
8 5.docking_run.py 用4sample的smiles去docking得到labels -n_it:第n次迭代, -ds:分成多少个smiles为一个文件
9 submitjobs.sh、submit.sh 提交docking submitjobs.sh里的-N可改
10 6.Extracting_labels.py 去掉docking为空的 -n_it:第n次迭代
11 7.Extracting_morgan.py 取出morgan -n_it:第n次迭代
12 7.2add_a2ar_mor.py 加入a2ar的morgan
13 8.1simple_job_models_noslurm.py 生成12组超参数的.sh文件 -n_it:第n次迭代, -vl
14 8.2progressive_docking.py 定义model
15 9.run_all_bash_in_a_dic.sh 训练12个sh
16 10.hyperparameter_result_evaluation.py 用n_it=1d的v和t选best model
17 11.1simple_job_predictions_noslurm.py 生成预测剩下的32个morgan.txt -n_it:第n次迭代,-chs
18 11.2Prediction_morgan_1024.py 预测脚本
19 12.run_all_prediction.sh 运行步骤11的64个sh

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