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View tf_check_gpu
device_name = tf.test.gpu_device_name()
if device_name != '/device:GPU:0':
raise SystemError('GPU device not found')
print('Found GPU at: {}'.format(device_name))
print("GPU Available: ", tf.test.is_gpu_available())
View python_concurrent
import concurrent.futures
def do(params):
return "hello"
with concurrent.futures.ThreadPoolExecutor(max_workers=5) as executor:
future = executor.submit(do, params)
for future in concurrent.futures.as_completed(future_to_url):
url = future_to_url[future]
View predict_scores
def predict_score(model_pickle_path, target_filepath, n_meta_columns, n_feature_columns):
"""
model_pickle_path :
target_filepath : target gene expression examples with meta
n_meta_columns : number of meta columns
n_feature_columns : number of feature(gene)s
return score DataFrame
"""
df0 = pd.read_csv(target_filepath, header=-1)
x_header = df0.iloc[:, 0:n_meta_columns]
View cosine_distances
def cosine_distances(X, Y):
"""
X : Target example score vector DataFrame with inst_id as the first column
Y : All example score vector DataFrame with inst_id as the first column
return pair-wise cosine distance DataFrame
"""
from sklearn.metrics import pairwise
x_header = X.iloc[:, 0].values
X = X.iloc[:, 1:]
y_header = Y.iloc[:, 0].values
@heartonbit
heartonbit / Bigquery_remove_tables_using_jupyternotebook
Last active Apr 24, 2018
[Bigquery] Remove tables using jupyternotebook
View Bigquery_remove_tables_using_jupyternotebook
for idx in range(3,351):
tablename = "table_{0}".format(idx)
print(tablename)
!bq rm -f -t $tablename
View Bigquery_UDF.txt
CREATE TEMPORARY FUNCTION do(x float64, y float64)
RETURNS float64
LANGUAGE js AS """
function add(a, b) {
return a + b;
}
return add(x, y)
""";
with data as (
select *
View gist:2575ce02ca730559d2f2c65eb8682231
https://gist.github.com/application2000/73fd6f4bf1be6600a2cf9f56315a2d91
sudo apt-get update -y && \
sudo apt-get upgrade -y && \
sudo apt-get dist-upgrade -y && \
sudo apt-get install build-essential software-properties-common -y && \
sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y && \
sudo apt-get update -y && \
sudo apt-get install gcc-7 g++-7 -y && \
sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-7 60 --slave /usr/bin/g++ g++ /usr/bin/g++-7 && \
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