代码如下: importos# 导入os库,用于操作系统相关功能fromjoblibimportParallel,delayed# 导入Parallel和delayed函数,用于并行计算 1. 2. 步骤2:设置并行计算环境 在这一步,我们需要设置并行计算的环境,以加快模型初始化的过程。代码如下: os.environ["JOBLIB_START_METHOD"]="forkserver"# 设置并行计算的启动方法为fo...
from joblib import Parallel, delayed from sbi.utils import NeuralPosteriorEnsemble ensemble_size = 10 def train_nn(): inference = SNRE(prior) _ = inference.append_simulations(theta, x).train() return inference.build_posterior() posteriors = Parallel(n_jobs=-1)(delayed(train_nn)() for i in...
from joblib import Parallel, delayed from optuna import create_study from optuna.storages import RDBStorage from sklearn import model_selection from tqdm import tqdm from .utils import (OptunaObjective, init_db, run_final_classification, run_optuna_optimization, save_json) from ..constants import ...
import fdasrsf.bayesian_functions as bf 11 import fdasrsf.fPCA as fpca ~/anaconda3/lib/python3.7/site-packages/fdasrsf/utility_functions.py in <module> 19 from joblib import Parallel, delayed 20 import numpy.random as rn ---> 21 import optimum_reparamN2 as orN2 22 import optimum_...
data = [x for y in Parallel(n_jobs=2)(delayed(getPropDetails)(prop) for prop in props) for x in y] File "C:\Program Files\Python36\lib\site-packages\joblib\parallel.py", line 996, incall self.retrieve() File "C:\Program Files\Python36\lib\site-packages\joblib\parallel.py", lin...
joblib import Parallel, delayed from ..base import BaseEstimator, ClassifierMixin, RegressorMixin from ..utils import as_float_array, check_array, check_X_y from ..utils import as_float_array, check_array, check_X_y, deprecated from ..utils.extmath import safe_sparse_dot from ..utils.sparse...
Hello! I'm trying to run a bulk RNA-seq analysis using the following template: # Template for human RNA-seq using Illumina prepared samples --- details: - analysis: RNA-seq genome_build: sacCer3 algorithm: ## for hg38, change the aligner...