lucasc896

from numpy import array as np_array
from sklearn.metrics import confusion_matrix
from torch import Tensor as pytorch_tensor


def ensure_array(obj):
    if isinstance(obj, pytorch_tensor):
        return obj.numpy()

    return np_array(obj)

lucasc896

import json

from collections import defaultdict
from pathlib import Path


def load_from_json(path):
    with open(path, "r") as infile:
        return json.load(infile)

lucasc896

diff --git a/solver.py b/solver.py
index 7d65766..57ab586 100644
--- a/solver.py
+++ b/solver.py
@@ -179,7 +179,7 @@ class Solver(object):

                 if self.global_iter%self.display_step == 0:
                     pbar.write('[{}] recon_loss:{:.3f} total_kld:{:.3f} mean_kld:{:.3f}'.format(
-                        self.global_iter, recon_loss.data[0], total_kld.data[0], mean_kld.data[0]))
+                        self.global_iter, recon_loss.item(), total_kld.item(), mean_kld.item()))

lucasc896

import math
import time

def timeit(func):
    def wrap(*args, **kwargs):
        start = time.time()
        func_returned_value = func(*args, **kwargs)
        end = time.time()
        
        print "Function {} returned in {} secs".format(func.__name__,

lucasc896

"""
Python test code for airflow investigations
"""
from airflow import DAG
from airflow.operators import PythonOperator
from datetime import datetime, timedelta

from modules import print_date, boto_workout, spark_test

lucasc896

Published+January+29%2C+2016++New+York+Post%0AFacebook241+Twitter0%09Email+Print%0A%0ADec.+3%2C+2016%3A+San+Francisco+49ers+Derek+Loville+prances+into+the+end+zone+for+a+touchdown+in+the+fourth+quarter+against+the+Buffalo+Bills+in+San+Francisco.+%28AP+Photo%2FLacy+Atkins%29%0AA+former+Denver+Broncos+running+back+who+won+a+pair+of+Super+Bowls+with+the+team+has+been+busted+in+an+international+drug+trafficking%2C+sports+gambling+and+money+laundering+ring+that+included+threats+to+debtors+like+showing+them+beheading+videos%2C+authorities+said.%0A%0ADerek+Loville%2C+47

banal+ca+o+zi+de+duminic%C4%83+%28cum+%29+cum+ar+putea++s%C4%83+nu+explodeze+ca+o+grenad%C4%83+m%C4%83car+un+dram++de+fericire+sub+pielea+asta+bolnav%C4%83+de+contradic%C8%9Bii+c%C3%A2nd+ating+coapsa++conturului+t%C4%83u+parc%C4%83+sculptat++dintr-un+s%C3%A2mbure+de+piersic%C4%83+at%C3%A2t+de+coapt%C4%83+at%C3%A2t+de+parfumat%C4%83+++++cum+ar+putea++s%C4%83+nu+alunece++toat%C4%83+carnea+mea+++pe+panta+mir%C4%83rii+++c%C3%A2nd++%C3%AEmi+escaladezi+s%

lucasc896

Published+January+29%2C+2016++New+York+Post%0AFacebook241+Twitter0%09Email+Print%0A%0ADec.+3%2C+2016%3A+San+Francisco+49ers+Derek+Loville+prances+into+the+end+zone+for+a+touchdown+in+the+fourth+quarter+against+the+Buffalo+Bills+in+San+Francisco.+%28AP+Photo%2FLacy+Atkins%29%0AA+former+Denver+Broncos+running+back+who+won+a+pair+of+Super+Bowls+with+the+team+has+been+busted+in+an+international+drug+trafficking%2C+sports+gambling+and+money+laundering+ring+that+included+threats+to+debtors+like+showing+them+beheading+videos%2C+authorities+said.%0A%0ADerek+Loville%2C+47

banal+ca+o+zi+de+duminic%C4%83+%28cum+%29+cum+ar+putea++s%C4%83+nu+explodeze+ca+o+grenad%C4%83+m%C4%83car+un+dram++de+fericire+sub+pielea+asta+bolnav%C4%83+de+contradic%C8%9Bii+c%C3%A2nd+ating+coapsa++conturului+t%C4%83u+parc%C4%83+sculptat++dintr-un+s%C3%A2mbure+de+piersic%C4%83+at%C3%A2t+de+coapt%C4%83+at%C3%A2t+de+parfumat%C4%83+++++cum+ar+putea++s%C4%83+nu+alunece++toat%C4%83+carnea+mea+++pe+panta+mir%C4%83rii+++c%C3%A2nd++%C3%AEmi+escaladezi+s%

lucasc896

index 4633fbc..9957ca7 100644
--- a/data2012dev/take_qcdkiller_hcalDeadEcal.py
+++ b/data2012dev/take_qcdkiller_hcalDeadEcal.py
@@ -1,5 +1,21 @@
+import math as ma
 from inputData import data, quadSum, fb

+def newSystMag(oldmag = None, ttw = None, zinv = None):
+    # get abs errs
+    ttwsyst = float(oldmag * ttw)

lucasc896

diff --git a/test.py b/test.py
index edcc1d8..daf7009 100755
--- a/test.py
+++ b/test.py
@@ -192,7 +192,10 @@ def signalArgs(whiteList=[], options=None):
     from signals.t2cc_2012dev import dm10_250
     signal = dm10_250

-    kargs = {"signalToTest": None,
+    # from signals.t2tt_2012dev import m200_0 , m400_25, m600_0

lucasc896

double get_jet_weight(double isr_pt){
    // function to calculate an individual ISR jet's weight
    
    double qcut = 44.;

    if(isr_pt<qcut){
      return (1. + (2.63e-5)*(isr_pt-qcut) + (1.2e-4)*pow((isr_pt-qcut), 2));
    }
    else if(isr_pt == qcut){
      return 1.;