diff --git a/gmprocess/data/nn_clipping/bias_1.csv b/gmprocess/data/nn_clipping/bias_1.csv
new file mode 100644
index 000000000..6bd7544d6
--- /dev/null
+++ b/gmprocess/data/nn_clipping/bias_1.csv
@@ -0,0 +1,16 @@
+4.761942028999328613e-01
+0.000000000000000000e+00
+-1.225080061703920364e-02
+-1.355059593915939331e-01
+-1.208401098847389221e-01
+-7.738453336060047150e-03
+4.859382510185241699e-01
+4.901650547981262207e-01
+-2.172667719423770905e-02
+4.954338967800140381e-01
+-1.108687669038772583e-01
+2.171477675437927246e-01
+0.000000000000000000e+00
+-2.487021684646606445e-02
+-1.521449834108352661e-01
+-1.403292119503021240e-01
diff --git a/gmprocess/data/nn_clipping/bias_output.csv b/gmprocess/data/nn_clipping/bias_output.csv
new file mode 100644
index 000000000..7daddde9e
--- /dev/null
+++ b/gmprocess/data/nn_clipping/bias_output.csv
@@ -0,0 +1 @@
+-2.244666516780853271e-01
diff --git a/gmprocess/data/nn_clipping/masterF.txt b/gmprocess/data/nn_clipping/masterF.txt
new file mode 100644
index 000000000..ec5a8d545
--- /dev/null
+++ b/gmprocess/data/nn_clipping/masterF.txt
@@ -0,0 +1 @@
+5, 16,'relu',1, 'sigmoid'
diff --git a/gmprocess/data/nn_clipping/weight_1.csv b/gmprocess/data/nn_clipping/weight_1.csv
new file mode 100644
index 000000000..b66901fe7
--- /dev/null
+++ b/gmprocess/data/nn_clipping/weight_1.csv
@@ -0,0 +1,5 @@
+3.450458645820617676e-01,-7.405894994735717773e-02,-1.254874318838119507e-01,6.901898235082626343e-02,6.200880929827690125e-02,-5.206618085503578186e-02,3.653981387615203857e-01,3.055597841739654541e-01,-1.107454746961593628e-01,3.208941221237182617e-01,2.763029001653194427e-02,1.331859640777111053e-02,-6.405838578939437866e-02,-6.867430359125137329e-02,3.231020644307136536e-02,2.827584557235240936e-02
+3.734845221042633057e-01,2.110916376113891602e-02,-8.760424703359603882e-02,2.904709428548812866e-02,2.542885206639766693e-02,1.748742721974849701e-02,3.287482857704162598e-01,3.899096846580505371e-01,1.059170365333557129e-01,3.266265094280242920e-01,-2.623116225004196167e-02,-7.134835422039031982e-02,-3.654503822326660156e-02,5.247752740979194641e-02,-1.276246458292007446e-01,-8.618847280740737915e-02
+-2.637018561363220215e-01,9.931030683219432831e-03,7.612888514995574951e-02,4.233799874782562256e-01,3.749962747097015381e-01,-3.536137193441390991e-02,-2.761034965515136719e-01,-2.436323314905166626e-01,-4.983592405915260315e-02,-2.751033008098602295e-01,3.659239709377288818e-01,-4.732813537120819092e-01,-3.619530797004699707e-02,2.397446148097515106e-02,4.228172004222869873e-01,3.860528171062469482e-01
+-6.323192119598388672e-01,4.159574955701828003e-02,-5.320734810084104538e-03,6.299901008605957031e-01,6.613637804985046387e-01,-6.171951442956924438e-02,-6.351884603500366211e-01,-6.061330437660217285e-01,1.258744485676288605e-02,-5.780773162841796875e-01,6.167728900909423828e-01,-4.708586633205413818e-01,2.903726417571306229e-03,3.173625096678733826e-02,6.945689320564270020e-01,6.336471438407897949e-01
+-7.286261767148971558e-02,-1.223115250468254089e-02,5.675805732607841492e-02,3.030084669589996338e-01,2.992148697376251221e-01,3.216066956520080566e-02,-1.026946008205413818e-01,-3.335395455360412598e-02,2.125462144613265991e-02,-9.568803012371063232e-02,2.686659991741180420e-01,3.815599381923675537e-01,3.298680111765861511e-02,1.124517992138862610e-02,2.315190583467483521e-01,2.518956959247589111e-01
diff --git a/gmprocess/data/nn_clipping/weight_output.csv b/gmprocess/data/nn_clipping/weight_output.csv
new file mode 100644
index 000000000..6f4e6f38f
--- /dev/null
+++ b/gmprocess/data/nn_clipping/weight_output.csv
@@ -0,0 +1,16 @@
+-5.802513360977172852e-01
+-4.969757422804832458e-02
+-1.531651243567466736e-02
+5.004003047943115234e-01
+5.555523037910461426e-01
+1.285628415644168854e-02
+-4.915536046028137207e-01
+-5.825893878936767578e-01
+5.253348499536514282e-02
+-5.880233645439147949e-01
+5.758425593376159668e-01
+-6.398365497589111328e-01
+8.936516940593719482e-03
+-5.767295602709054947e-03
+5.209476947784423828e-01
+5.556588172912597656e-01
diff --git a/gmprocess/version.py b/gmprocess/version.py
index b27361835..f21371c7f 100644
--- a/gmprocess/version.py
+++ b/gmprocess/version.py
@@ -1 +1 @@
-__version__ = "1.1.9.dev7+g4d21e34.d20210915"
\ No newline at end of file
+__version__ = "1.1.9.dev20+gd3c99f3.d20210920"
\ No newline at end of file
diff --git a/gmprocess/waveform_processing/clipping/clip_detection.py b/gmprocess/waveform_processing/clipping/clip_detection.py
index 6a18d6c15..5010f4db1 100644
--- a/gmprocess/waveform_processing/clipping/clip_detection.py
+++ b/gmprocess/waveform_processing/clipping/clip_detection.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 class ClipDetection():
     '''
     Parent class for clipping detection algorithms.
@@ -18,6 +21,7 @@ class ClipDetection():
         _get_results():
             Iterates through and runs _detect() on each trace in the stream.
     '''
+
     def __init__(self, st, test_all=False):
         '''
         Constructs all neccessary attributes for the ClipDetection method
@@ -32,7 +36,7 @@ def __init__(self, st, test_all=False):
         self.st = st.copy()
         self.is_clipped = False
         self.test_all = test_all
-    
+
     def _clean_trace(self, tr):
         '''
         Helper function to clean the trace
@@ -86,4 +90,4 @@ def _get_results(self):
                 if self.test_all:
                     continue
                 else:
-                    break
\ No newline at end of file
+                    break
diff --git a/gmprocess/waveform_processing/clipping/clipping_ann.py b/gmprocess/waveform_processing/clipping/clipping_ann.py
new file mode 100644
index 000000000..0e40debd0
--- /dev/null
+++ b/gmprocess/waveform_processing/clipping/clipping_ann.py
@@ -0,0 +1,254 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+"""Module for implementing the Artificial Neural Net model for clipping, as
+developed by Kleckner et al. This code is based on Xavier Bellagamba's python
+NN implementation of "A neural network for automated quality screening of
+ground motion records from small magnitude earthquakes"
+DOI: 10.1193/122118EQS292M
+"""
+
+import csv
+import numpy as np
+import pkg_resources
+import os
+
+# Path to model data
+NN_PATH = os.path.join('data', 'nn_clipping')
+NN_PATH = pkg_resources.resource_filename('gmprocess', NN_PATH)
+
+
+class clipNet():
+    '''
+    Class allowing the instantiation and use of simple (1 or 2 layers)
+    neural networks
+    '''
+
+    def __init__(self):
+        '''
+        Instantiate an empty neural network (no weights, functions, or
+        biases loaded
+        '''
+        self.n_input = 0
+        self.n_neuron_H1 = 0
+        self.n_neuron_H2 = -1
+        self.n_output = 0
+        self.activation_H1 = 'NA'
+        self.activation_H2 = 'NA'
+        self.activation_output = 'NA'
+        self.w_H1 = []
+        self.w_H2 = []
+        self.b_H1 = []
+        self.b_H2 = []
+        self.w_output = []
+        self.b_output = []
+
+        data_path = os.path.join(NN_PATH, 'masterF.txt')
+        with open(data_path) as masterF:
+            readCSV = csv.reader(masterF)
+            for row in readCSV:
+                if len(row) == 7:
+                    self.n_input = int(row[0])
+                    self.n_neuron_H1 = int(row[1])
+                    # self.n_neuron_H2 = int(row[3])
+                    self.n_output = int(row[5])
+                    self.activation_H1 = row[2]
+                    # self.activation_H2 = row[4]
+                    self.activation_output = row[6]
+                elif len(row) == 5:
+                    self.n_input = int(row[0])
+                    self.n_neuron_H1 = int(row[1])
+                    self.n_output = int(row[3])
+                    self.activation_H1 = row[2]
+                    self.activation_output = row[4]
+
+        masterF.close()
+
+        # Load weights and biases
+        # Weights first hidden layer
+        data_path = os.path.join(NN_PATH, 'weight_1.csv')
+        self.w_H1 = np.asarray(loadCSV(data_path))
+
+        # Biases first hidden layer
+        data_path = os.path.join(NN_PATH, 'bias_1.csv')
+        self.b_H1 = np.asarray(loadCSV(data_path))
+
+        # Weights output layer
+        data_path = os.path.join(NN_PATH, 'weight_output.csv')
+        self.w_output = np.asarray(loadCSV(data_path))
+
+        # Biases output layer
+        data_path = os.path.join(NN_PATH, 'bias_output.csv')
+        self.b_output = np.asarray(loadCSV(data_path))
+
+        # Second hidden layer
+        if self.n_neuron_H2 != -1:
+            # Weights second hidden layer
+            data_path = os.path.join(NN_PATH, 'weight_2.csv')
+            self.w_H2 = np.asarray(loadCSV(data_path))
+
+            # Biases second hidden layer
+            data_path = os.path.join(NN_PATH, 'bias_2.csv')
+            self.b_H2 = np.asarray(loadCSV(data_path))
+
+    def evaluate(self, v_input):
+        '''
+        Use a populated neural network (i.e. from the input, returns the
+        classification score or the regression result).
+
+        Args:
+            v_input (list or np.array):
+                Values to correspond to the following paramters: mag, dist, 6M
+                amplitude check, histogram check, ping check.
+
+        Returns:
+            np.array: numpy array containing the results.
+        '''
+        # Transform input if required
+        if isinstance(v_input, list):
+            v_input = np.asarray(v_input)
+
+        t1 = np.array([8.8, 445.8965938, 1., 1., 1.])
+        t2 = np.array([4, 0.68681514, 0., 0., 0.])
+        t3 = np.array([0., 0., 0., 0., 0.])
+        v_input = 2.0 / (t1 - t2) * (v_input - t3)
+
+        v_inter = np.array([])
+
+        # First layer
+        if self.activation_H1 == 'sigmoid':
+            v_inter = sigmoid(np.dot(v_input.T, self.w_H1) + self.b_H1)
+        elif self.activation_H1 == 'tanh':
+            v_inter = tanh(np.dot(v_input.T, self.w_H1) + self.b_H1)
+        elif self.activation_H1 == 'relu':
+            v_inter = relu(np.dot(v_input.T, self.w_H1) + self.b_H1)
+        else:
+            v_inter = relu(np.dot(v_input.T, self.w_H1) + self.b_H1.T)
+
+        # If second layer exist
+        if self.n_neuron_H2 != -1:
+            if self.activation_H2 == 'sigmoid':
+                v_inter = sigmoid(np.dot(v_inter, self.w_H2) + self.b_H2)
+            elif self.activation_H2 == 'tanh':
+                v_inter = tanh(np.dot(v_inter, self.w_H2) + self.b_H2)
+            else:
+                v_inter = np.dot(v_inter, self.w_H2) + self.b_H2
+
+        # Final layer
+        if self.activation_output == 'sigmoid':
+            v_inter = sigmoid(np.dot(v_inter, self.w_output) + self.b_output)
+        elif self.activation_output == 'tanh':
+            v_inter = tanh(np.dot(v_inter, self.w_output) + self.b_output)
+        else:
+            v_inter = sigmoid(np.dot(v_inter, self.w_output) + self.b_output)
+
+        return v_inter
+
+
+def loadCSV(data_path, row_ignore=0, col_ignore=0):
+    '''
+    Load csv files from a given path and returns a list of list.
+    For all imported data, check if is a number. If so, returns a
+    float. If not, returns a string.
+
+    Args:
+        data_path (string):
+            path to the csv to load.
+        row_ignore (int):
+            number of rows to ignore.
+        col_ignore (int):
+            number of columns to ignore.
+
+    Returns:
+        list of list: containing the data from the csv
+    '''
+
+    M = []
+    with open(data_path) as csvfile:
+        readCSV = csv.reader(csvfile)
+
+        # Skip header
+        for i in range(row_ignore):
+            next(csvfile)
+
+        for row in readCSV:
+            # Input vector
+            single_line = []
+            for i in range(col_ignore, len(row)):
+                if isNumber(row[i]):
+                    single_line.append(float(row[i]))
+                else:
+                    single_line.append(row[i])
+            M.append(single_line)
+
+    return M
+
+
+def sigmoid(v_input):
+    '''
+    Performs a sigmoid operation on the input (1/(e(-x)+1))
+
+    Args:
+        v_input (float):
+            a number defined on R (real).
+
+    Returns:
+        float: sigmoid result (a number between 0 and 1).
+    '''
+    v_act = []
+    for x in v_input:
+        v_act.append(1. / (1 + np.exp(-x)))
+    return v_act
+
+
+def tanh(v_input):
+    '''
+    Performs a hyperbolic tangent operation on the input (2/(e(2x)+1))
+
+    Args:
+        v_input (float):
+            a number defined on R (real).
+
+    Returns:
+        float: tanh result (a number between -1 and 1).
+    '''
+    v_act = []
+    for x in v_input:
+        v_act.append(np.tanh(x))
+    return v_act
+
+
+def relu(v_input):
+    '''
+    Performs a hyperbolic tangent operation on the input (2/(e(2x)+1))
+
+    Args:
+        v_input (float):
+            a number defined on R (real).
+
+    Returns:
+        float: tanh result (a number between -1 and 1).
+    '''
+    v_act = []
+    for x in v_input:
+        v_act.append(np.maximum(0.0, x))
+    return v_act
+
+
+def isNumber(s):
+    '''
+    Check if given input is a number.
+
+    Args:
+        s (any type):
+            Data to test.
+
+    Returns:
+        bool: True if is a number, False if isn't
+    '''
+    try:
+        float(s)
+        return True
+
+    except ValueError:
+        return False
diff --git a/gmprocess/waveform_processing/clipping/histogram.py b/gmprocess/waveform_processing/clipping/histogram.py
index e913ff86f..1a59c4306 100644
--- a/gmprocess/waveform_processing/clipping/histogram.py
+++ b/gmprocess/waveform_processing/clipping/histogram.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 import numpy as np
 from statsmodels.tsa.holtwinters import ExponentialSmoothing
 from gmprocess.waveform_processing.clipping.clip_detection import ClipDetection
@@ -57,14 +60,6 @@ def __init__(self, st, num_bins=6200, min_width=7,
             self.num_clip_intervals = None
         self._get_results()
 
-    def _clean_trace(self, tr):
-        '''
-        Helper function to clean a trace.
-
-        See parent class.
-        '''
-        return ClipDetection._clean_trace(self, tr)
-
     def _signal_scale(self, signal, alpha):
         '''
         Helper function to scale signal data
diff --git a/gmprocess/waveform_processing/clipping/jerk.py b/gmprocess/waveform_processing/clipping/jerk.py
index 39ad3292f..01ec57da6 100644
--- a/gmprocess/waveform_processing/clipping/jerk.py
+++ b/gmprocess/waveform_processing/clipping/jerk.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 import numpy as np
 from gmprocess.waveform_processing.clipping.clip_detection import ClipDetection
 
@@ -45,14 +48,6 @@ def __init__(self, st, point_thresh=25, test_all=False):
             self.num_outliers = None
         self._get_results()
 
-    def _clean_trace(self, tr):
-        '''
-        Helper function to clean a trace.
-
-        See parent class.
-        '''
-        return ClipDetection._clean_trace(self, tr)
-
     def _detect(self, tr):
         '''
         Check for jerk outliers. Based on method described by:
diff --git a/gmprocess/waveform_processing/clipping/max_amp.py b/gmprocess/waveform_processing/clipping/max_amp.py
index 370ef841c..4f4a374e6 100644
--- a/gmprocess/waveform_processing/clipping/max_amp.py
+++ b/gmprocess/waveform_processing/clipping/max_amp.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 import numpy as np
 from gmprocess.waveform_processing.clipping.clip_detection import ClipDetection
 
@@ -22,6 +25,7 @@ class Max_Amp(ClipDetection):
     Methods:
         See parent class.
     '''
+
     def __init__(self, st, max_amp_thresh=6e6, test_all=False):
         '''
         Constructs all neccessary attributes for the Max_Amp method.
@@ -93,4 +97,4 @@ def _get_results(self):
 
         See parent class.
         '''
-        return ClipDetection._get_results(self)
\ No newline at end of file
+        return ClipDetection._get_results(self)
diff --git a/gmprocess/waveform_processing/clipping/ping.py b/gmprocess/waveform_processing/clipping/ping.py
index 213bd6183..3e9a47951 100644
--- a/gmprocess/waveform_processing/clipping/ping.py
+++ b/gmprocess/waveform_processing/clipping/ping.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 import numpy as np
 from gmprocess.waveform_processing.clipping.clip_detection import ClipDetection
 
@@ -48,14 +51,6 @@ def __init__(self, st, percent_thresh=0.57, test_all=False):
             self.num_outliers = None
         self._get_results()
 
-    def _clean_trace(self, tr):
-        '''
-        Helper function to clean a trace.
-
-        See parent class.
-        '''
-        return ClipDetection._clean_trace(self, tr)
-
     def _detect(self, tr):
         '''
         If any two points differ by more than a threshold, fail the trace.
diff --git a/gmprocess/waveform_processing/clipping/std_dev.py b/gmprocess/waveform_processing/clipping/std_dev.py
index bd042fc16..88333b0a8 100644
--- a/gmprocess/waveform_processing/clipping/std_dev.py
+++ b/gmprocess/waveform_processing/clipping/std_dev.py
@@ -1,3 +1,6 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
 import numpy as np
 from gmprocess.waveform_processing.clipping.clip_detection import ClipDetection
 
@@ -62,20 +65,12 @@ def __init__(self, st, amp_thresh=0.85, n_std=12, std_thresh=0.001,
             self.num_outliers = None
         self._get_results()
 
-    def _clean_trace(self, tr):
-        '''
-        Helper function to clean a trace.
-
-        See parent class.
-        '''
-        return ClipDetection._clean_trace(self, tr)
-
     def _detect(self, tr):
         '''
         For all points with amplitude greater than amp_thresh, calculate
-        standard deviation (std) of the n_std neighboring points. Fail the trace
-        if the std of n_std neighboring points is less than std_thresh for
-        any point_thresh points.
+        standard deviation (std) of the n_std neighboring points. Fail the
+        trace if the std of n_std neighboring points is less than std_thresh
+        for any point_thresh points.
 
         Args:
             tr (StationTrace):
diff --git a/gmprocess/waveform_processing/smoothing/konno_ohmachi.c b/gmprocess/waveform_processing/smoothing/konno_ohmachi.c
index 6ca51490a..61ec08fb0 100644
--- a/gmprocess/waveform_processing/smoothing/konno_ohmachi.c
+++ b/gmprocess/waveform_processing/smoothing/konno_ohmachi.c
@@ -4,16 +4,16 @@
 {
     "distutils": {
         "depends": [
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h",
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/arrayscalars.h",
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h",
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h",
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ufuncobject.h",
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h",
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/arrayscalars.h",
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h",
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h",
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include/numpy/ufuncobject.h",
             "gmprocess/waveform_processing/smoothing/smoothing.h"
         ],
         "include_dirs": [
             "gmprocess/waveform_processing/smoothing",
-            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/core/include"
+            "/private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/core/include"
         ],
         "libraries": [
             "m"
@@ -925,7 +925,7 @@ typedef struct {
 } __Pyx_BufFmt_Context;
 
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":690
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":690
  * # in Cython to enable them only on the right systems.
  * 
  * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
@@ -934,7 +934,7 @@ typedef struct {
  */
 typedef npy_int8 __pyx_t_5numpy_int8_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":691
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":691
  * 
  * ctypedef npy_int8       int8_t
  * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
@@ -943,7 +943,7 @@ typedef npy_int8 __pyx_t_5numpy_int8_t;
  */
 typedef npy_int16 __pyx_t_5numpy_int16_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":692
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":692
  * ctypedef npy_int8       int8_t
  * ctypedef npy_int16      int16_t
  * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
@@ -952,7 +952,7 @@ typedef npy_int16 __pyx_t_5numpy_int16_t;
  */
 typedef npy_int32 __pyx_t_5numpy_int32_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":693
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":693
  * ctypedef npy_int16      int16_t
  * ctypedef npy_int32      int32_t
  * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
@@ -961,7 +961,7 @@ typedef npy_int32 __pyx_t_5numpy_int32_t;
  */
 typedef npy_int64 __pyx_t_5numpy_int64_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":697
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":697
  * #ctypedef npy_int128     int128_t
  * 
  * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
@@ -970,7 +970,7 @@ typedef npy_int64 __pyx_t_5numpy_int64_t;
  */
 typedef npy_uint8 __pyx_t_5numpy_uint8_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":698
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":698
  * 
  * ctypedef npy_uint8      uint8_t
  * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
@@ -979,7 +979,7 @@ typedef npy_uint8 __pyx_t_5numpy_uint8_t;
  */
 typedef npy_uint16 __pyx_t_5numpy_uint16_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":699
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":699
  * ctypedef npy_uint8      uint8_t
  * ctypedef npy_uint16     uint16_t
  * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
@@ -988,7 +988,7 @@ typedef npy_uint16 __pyx_t_5numpy_uint16_t;
  */
 typedef npy_uint32 __pyx_t_5numpy_uint32_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":700
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":700
  * ctypedef npy_uint16     uint16_t
  * ctypedef npy_uint32     uint32_t
  * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
@@ -997,7 +997,7 @@ typedef npy_uint32 __pyx_t_5numpy_uint32_t;
  */
 typedef npy_uint64 __pyx_t_5numpy_uint64_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":704
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":704
  * #ctypedef npy_uint128    uint128_t
  * 
  * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
@@ -1006,7 +1006,7 @@ typedef npy_uint64 __pyx_t_5numpy_uint64_t;
  */
 typedef npy_float32 __pyx_t_5numpy_float32_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":705
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":705
  * 
  * ctypedef npy_float32    float32_t
  * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
@@ -1015,7 +1015,7 @@ typedef npy_float32 __pyx_t_5numpy_float32_t;
  */
 typedef npy_float64 __pyx_t_5numpy_float64_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":714
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":714
  * # The int types are mapped a bit surprising --
  * # numpy.int corresponds to 'l' and numpy.long to 'q'
  * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
@@ -1024,7 +1024,7 @@ typedef npy_float64 __pyx_t_5numpy_float64_t;
  */
 typedef npy_long __pyx_t_5numpy_int_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":715
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":715
  * # numpy.int corresponds to 'l' and numpy.long to 'q'
  * ctypedef npy_long       int_t
  * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
@@ -1033,7 +1033,7 @@ typedef npy_long __pyx_t_5numpy_int_t;
  */
 typedef npy_longlong __pyx_t_5numpy_long_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":716
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":716
  * ctypedef npy_long       int_t
  * ctypedef npy_longlong   long_t
  * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
@@ -1042,7 +1042,7 @@ typedef npy_longlong __pyx_t_5numpy_long_t;
  */
 typedef npy_longlong __pyx_t_5numpy_longlong_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":718
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":718
  * ctypedef npy_longlong   longlong_t
  * 
  * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
@@ -1051,7 +1051,7 @@ typedef npy_longlong __pyx_t_5numpy_longlong_t;
  */
 typedef npy_ulong __pyx_t_5numpy_uint_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":719
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":719
  * 
  * ctypedef npy_ulong      uint_t
  * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
@@ -1060,7 +1060,7 @@ typedef npy_ulong __pyx_t_5numpy_uint_t;
  */
 typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":720
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":720
  * ctypedef npy_ulong      uint_t
  * ctypedef npy_ulonglong  ulong_t
  * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
@@ -1069,7 +1069,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
  */
 typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":722
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":722
  * ctypedef npy_ulonglong  ulonglong_t
  * 
  * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
@@ -1078,7 +1078,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
  */
 typedef npy_intp __pyx_t_5numpy_intp_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":723
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":723
  * 
  * ctypedef npy_intp       intp_t
  * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
@@ -1087,7 +1087,7 @@ typedef npy_intp __pyx_t_5numpy_intp_t;
  */
 typedef npy_uintp __pyx_t_5numpy_uintp_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":725
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":725
  * ctypedef npy_uintp      uintp_t
  * 
  * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
@@ -1096,7 +1096,7 @@ typedef npy_uintp __pyx_t_5numpy_uintp_t;
  */
 typedef npy_double __pyx_t_5numpy_float_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":726
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":726
  * 
  * ctypedef npy_double     float_t
  * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
@@ -1105,7 +1105,7 @@ typedef npy_double __pyx_t_5numpy_float_t;
  */
 typedef npy_double __pyx_t_5numpy_double_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":727
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":727
  * ctypedef npy_double     float_t
  * ctypedef npy_double     double_t
  * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
@@ -1140,7 +1140,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do
 
 /*--- Type declarations ---*/
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":729
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":729
  * ctypedef npy_longdouble longdouble_t
  * 
  * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
@@ -1149,7 +1149,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do
  */
 typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":730
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":730
  * 
  * ctypedef npy_cfloat      cfloat_t
  * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
@@ -1158,7 +1158,7 @@ typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
  */
 typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":731
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":731
  * ctypedef npy_cfloat      cfloat_t
  * ctypedef npy_cdouble     cdouble_t
  * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
@@ -1167,7 +1167,7 @@ typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
  */
 typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":733
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":733
  * ctypedef npy_clongdouble clongdouble_t
  * 
  * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
@@ -1931,7 +1931,7 @@ static PyObject *__pyx_pf_9gmprocess_19waveform_processing_9smoothing_13konno_oh
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":735
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":735
  * ctypedef npy_cdouble     complex_t
  * 
  * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
@@ -1948,7 +1948,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":736
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":736
  * 
  * cdef inline object PyArray_MultiIterNew1(a):
  *     return PyArray_MultiIterNew(1, <void*>a)             # <<<<<<<<<<<<<<
@@ -1962,7 +1962,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__
   __pyx_t_1 = 0;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":735
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":735
  * ctypedef npy_cdouble     complex_t
  * 
  * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
@@ -1981,7 +1981,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":738
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":738
  *     return PyArray_MultiIterNew(1, <void*>a)
  * 
  * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
@@ -1998,7 +1998,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":739
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":739
  * 
  * cdef inline object PyArray_MultiIterNew2(a, b):
  *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)             # <<<<<<<<<<<<<<
@@ -2012,7 +2012,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__
   __pyx_t_1 = 0;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":738
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":738
  *     return PyArray_MultiIterNew(1, <void*>a)
  * 
  * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
@@ -2031,7 +2031,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":741
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":741
  *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
  * 
  * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
@@ -2048,7 +2048,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":742
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":742
  * 
  * cdef inline object PyArray_MultiIterNew3(a, b, c):
  *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)             # <<<<<<<<<<<<<<
@@ -2062,7 +2062,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__
   __pyx_t_1 = 0;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":741
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":741
  *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
  * 
  * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
@@ -2081,7 +2081,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":744
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":744
  *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
  * 
  * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
@@ -2098,7 +2098,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":745
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":745
  * 
  * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
  *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)             # <<<<<<<<<<<<<<
@@ -2112,7 +2112,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
   __pyx_t_1 = 0;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":744
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":744
  *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
  * 
  * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
@@ -2131,7 +2131,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":747
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":747
  *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
  * 
  * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
@@ -2148,7 +2148,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":748
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":748
  * 
  * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
  *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)             # <<<<<<<<<<<<<<
@@ -2162,7 +2162,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
   __pyx_t_1 = 0;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":747
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":747
  *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
  * 
  * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
@@ -2181,7 +2181,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":750
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":750
  *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
  * 
  * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
@@ -2195,7 +2195,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
   int __pyx_t_1;
   __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":751
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":751
  * 
  * cdef inline tuple PyDataType_SHAPE(dtype d):
  *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
@@ -2205,7 +2205,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
   __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0);
   if (__pyx_t_1) {
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":752
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":752
  * cdef inline tuple PyDataType_SHAPE(dtype d):
  *     if PyDataType_HASSUBARRAY(d):
  *         return <tuple>d.subarray.shape             # <<<<<<<<<<<<<<
@@ -2217,7 +2217,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
     __pyx_r = ((PyObject*)__pyx_v_d->subarray->shape);
     goto __pyx_L0;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":751
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":751
  * 
  * cdef inline tuple PyDataType_SHAPE(dtype d):
  *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
@@ -2226,7 +2226,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
  */
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":754
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":754
  *         return <tuple>d.subarray.shape
  *     else:
  *         return ()             # <<<<<<<<<<<<<<
@@ -2240,7 +2240,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
     goto __pyx_L0;
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":750
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":750
  *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
  * 
  * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
@@ -2255,7 +2255,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":929
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":929
  *     int _import_umath() except -1
  * 
  * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
@@ -2267,7 +2267,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
   __Pyx_RefNannyDeclarations
   __Pyx_RefNannySetupContext("set_array_base", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":930
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":930
  * 
  * cdef inline void set_array_base(ndarray arr, object base):
  *     Py_INCREF(base) # important to do this before stealing the reference below!             # <<<<<<<<<<<<<<
@@ -2276,7 +2276,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
  */
   Py_INCREF(__pyx_v_base);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":931
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":931
  * cdef inline void set_array_base(ndarray arr, object base):
  *     Py_INCREF(base) # important to do this before stealing the reference below!
  *     PyArray_SetBaseObject(arr, base)             # <<<<<<<<<<<<<<
@@ -2285,7 +2285,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
  */
   (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base));
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":929
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":929
  *     int _import_umath() except -1
  * 
  * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
@@ -2297,7 +2297,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
   __Pyx_RefNannyFinishContext();
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":933
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":933
  *     PyArray_SetBaseObject(arr, base)
  * 
  * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
@@ -2312,7 +2312,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
   int __pyx_t_1;
   __Pyx_RefNannySetupContext("get_array_base", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":934
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":934
  * 
  * cdef inline object get_array_base(ndarray arr):
  *     base = PyArray_BASE(arr)             # <<<<<<<<<<<<<<
@@ -2321,7 +2321,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
  */
   __pyx_v_base = PyArray_BASE(__pyx_v_arr);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":935
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":935
  * cdef inline object get_array_base(ndarray arr):
  *     base = PyArray_BASE(arr)
  *     if base is NULL:             # <<<<<<<<<<<<<<
@@ -2331,7 +2331,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
   __pyx_t_1 = ((__pyx_v_base == NULL) != 0);
   if (__pyx_t_1) {
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":936
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":936
  *     base = PyArray_BASE(arr)
  *     if base is NULL:
  *         return None             # <<<<<<<<<<<<<<
@@ -2342,7 +2342,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
     __pyx_r = Py_None; __Pyx_INCREF(Py_None);
     goto __pyx_L0;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":935
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":935
  * cdef inline object get_array_base(ndarray arr):
  *     base = PyArray_BASE(arr)
  *     if base is NULL:             # <<<<<<<<<<<<<<
@@ -2351,7 +2351,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
  */
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":937
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":937
  *     if base is NULL:
  *         return None
  *     return <object>base             # <<<<<<<<<<<<<<
@@ -2363,7 +2363,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
   __pyx_r = ((PyObject *)__pyx_v_base);
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":933
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":933
  *     PyArray_SetBaseObject(arr, base)
  * 
  * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
@@ -2378,7 +2378,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":941
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":941
  * # Versions of the import_* functions which are more suitable for
  * # Cython code.
  * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
@@ -2402,7 +2402,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("import_array", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
  * # Cython code.
  * cdef inline int import_array() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2418,7 +2418,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
     __Pyx_XGOTREF(__pyx_t_3);
     /*try:*/ {
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":943
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":943
  * cdef inline int import_array() except -1:
  *     try:
  *         __pyx_import_array()             # <<<<<<<<<<<<<<
@@ -2427,7 +2427,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
  */
       __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 943, __pyx_L3_error)
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
  * # Cython code.
  * cdef inline int import_array() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2441,7 +2441,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
     goto __pyx_L8_try_end;
     __pyx_L3_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":944
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":944
  *     try:
  *         __pyx_import_array()
  *     except Exception:             # <<<<<<<<<<<<<<
@@ -2456,7 +2456,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
       __Pyx_GOTREF(__pyx_t_6);
       __Pyx_GOTREF(__pyx_t_7);
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":945
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":945
  *         __pyx_import_array()
  *     except Exception:
  *         raise ImportError("numpy.core.multiarray failed to import")             # <<<<<<<<<<<<<<
@@ -2472,7 +2472,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
     goto __pyx_L5_except_error;
     __pyx_L5_except_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":942
  * # Cython code.
  * cdef inline int import_array() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2487,7 +2487,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
     __pyx_L8_try_end:;
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":941
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":941
  * # Versions of the import_* functions which are more suitable for
  * # Cython code.
  * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
@@ -2510,7 +2510,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":947
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":947
  *         raise ImportError("numpy.core.multiarray failed to import")
  * 
  * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
@@ -2534,7 +2534,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("import_umath", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
  * 
  * cdef inline int import_umath() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2550,7 +2550,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
     __Pyx_XGOTREF(__pyx_t_3);
     /*try:*/ {
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":949
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":949
  * cdef inline int import_umath() except -1:
  *     try:
  *         _import_umath()             # <<<<<<<<<<<<<<
@@ -2559,7 +2559,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
  */
       __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 949, __pyx_L3_error)
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
  * 
  * cdef inline int import_umath() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2573,7 +2573,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
     goto __pyx_L8_try_end;
     __pyx_L3_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":950
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":950
  *     try:
  *         _import_umath()
  *     except Exception:             # <<<<<<<<<<<<<<
@@ -2588,7 +2588,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
       __Pyx_GOTREF(__pyx_t_6);
       __Pyx_GOTREF(__pyx_t_7);
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":951
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":951
  *         _import_umath()
  *     except Exception:
  *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
@@ -2604,7 +2604,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
     goto __pyx_L5_except_error;
     __pyx_L5_except_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":948
  * 
  * cdef inline int import_umath() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2619,7 +2619,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
     __pyx_L8_try_end:;
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":947
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":947
  *         raise ImportError("numpy.core.multiarray failed to import")
  * 
  * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
@@ -2642,7 +2642,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":953
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":953
  *         raise ImportError("numpy.core.umath failed to import")
  * 
  * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
@@ -2666,7 +2666,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
   int __pyx_clineno = 0;
   __Pyx_RefNannySetupContext("import_ufunc", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
  * 
  * cdef inline int import_ufunc() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2682,7 +2682,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
     __Pyx_XGOTREF(__pyx_t_3);
     /*try:*/ {
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":955
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":955
  * cdef inline int import_ufunc() except -1:
  *     try:
  *         _import_umath()             # <<<<<<<<<<<<<<
@@ -2691,7 +2691,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
  */
       __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 955, __pyx_L3_error)
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
  * 
  * cdef inline int import_ufunc() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2705,7 +2705,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
     goto __pyx_L8_try_end;
     __pyx_L3_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":956
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":956
  *     try:
  *         _import_umath()
  *     except Exception:             # <<<<<<<<<<<<<<
@@ -2720,7 +2720,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
       __Pyx_GOTREF(__pyx_t_6);
       __Pyx_GOTREF(__pyx_t_7);
 
-      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":957
+      /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":957
  *         _import_umath()
  *     except Exception:
  *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
@@ -2736,7 +2736,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
     goto __pyx_L5_except_error;
     __pyx_L5_except_error:;
 
-    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
+    /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":954
  * 
  * cdef inline int import_ufunc() except -1:
  *     try:             # <<<<<<<<<<<<<<
@@ -2751,7 +2751,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
     __pyx_L8_try_end:;
   }
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":953
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":953
  *         raise ImportError("numpy.core.umath failed to import")
  * 
  * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
@@ -2774,7 +2774,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":967
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":967
  * 
  * 
  * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
@@ -2787,7 +2787,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_
   __Pyx_RefNannyDeclarations
   __Pyx_RefNannySetupContext("is_timedelta64_object", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":979
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":979
  *     bool
  *     """
  *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
@@ -2797,7 +2797,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_
   __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":967
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":967
  * 
  * 
  * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
@@ -2811,7 +2811,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":982
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":982
  * 
  * 
  * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
@@ -2824,7 +2824,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_o
   __Pyx_RefNannyDeclarations
   __Pyx_RefNannySetupContext("is_datetime64_object", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":994
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":994
  *     bool
  *     """
  *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
@@ -2834,7 +2834,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_o
   __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":982
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":982
  * 
  * 
  * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
@@ -2848,7 +2848,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_o
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":997
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":997
  * 
  * 
  * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -2859,7 +2859,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_o
 static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) {
   npy_datetime __pyx_r;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1004
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1004
  *     also needed.  That can be found using `get_datetime64_unit`.
  *     """
  *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
@@ -2869,7 +2869,7 @@ static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *
   __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":997
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":997
  * 
  * 
  * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -2882,7 +2882,7 @@ static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1007
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1007
  * 
  * 
  * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -2893,7 +2893,7 @@ static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *
 static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) {
   npy_timedelta __pyx_r;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1011
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1011
  *     returns the int64 value underlying scalar numpy timedelta64 object
  *     """
  *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
@@ -2903,7 +2903,7 @@ static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject
   __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1007
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1007
  * 
  * 
  * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -2916,7 +2916,7 @@ static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject
   return __pyx_r;
 }
 
-/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
+/* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
  * 
  * 
  * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -2927,7 +2927,7 @@ static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject
 static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) {
   NPY_DATETIMEUNIT __pyx_r;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1018
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1018
  *     returns the unit part of the dtype for a numpy datetime64 object.
  *     """
  *     return <NPY_DATETIMEUNIT>(<PyDatetimeScalarObject*>obj).obmeta.base             # <<<<<<<<<<<<<<
@@ -2935,7 +2935,7 @@ static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObjec
   __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);
   goto __pyx_L0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
  * 
  * 
  * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
@@ -3026,7 +3026,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
   __Pyx_RefNannyDeclarations
   __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":945
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":945
  *         __pyx_import_array()
  *     except Exception:
  *         raise ImportError("numpy.core.multiarray failed to import")             # <<<<<<<<<<<<<<
@@ -3037,7 +3037,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
   __Pyx_GOTREF(__pyx_tuple_);
   __Pyx_GIVEREF(__pyx_tuple_);
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":951
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":951
  *         _import_umath()
  *     except Exception:
  *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
@@ -3423,7 +3423,7 @@ if (!__Pyx_RefNanny) {
   if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
 
-  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-tm33zzpl/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
+  /* "../../../../../private/var/folders/00/_0gc_srn5sx936prflc1ln3c0181xj/T/pip-build-env-d366rzyt/overlay/lib/python3.8/site-packages/numpy/__init__.pxd":1014
  * 
  * 
  * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
diff --git a/tests/gmprocess/waveform_processing/clipping/clipping_ann_test.py b/tests/gmprocess/waveform_processing/clipping/clipping_ann_test.py
new file mode 100644
index 000000000..867c94b3d
--- /dev/null
+++ b/tests/gmprocess/waveform_processing/clipping/clipping_ann_test.py
@@ -0,0 +1,28 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+import numpy as np
+from gmprocess.waveform_processing.clipping.clipping_ann import clipNet
+
+
+def test_nnet():
+    # Instantiate the clipNet class
+    cN = clipNet()
+
+    # Input list:
+    #     mag, dist, 6M amplitude check, histogram check, ping check.
+    input = [7.3, 201.6630574, 0, 0, 0]
+    prob_clip = cN.evaluate(input)[0][0]
+    np.testing.assert_allclose(prob_clip, 0.012965727663876212)
+
+    input = [7.3, 223.0055032, 0, 1, 0]
+    prob_clip = cN.evaluate(input)[0][0]
+    np.testing.assert_allclose(prob_clip, 0.853443027535108)
+
+    input = [5.7, 59.8610546076, 0, 1, 1]
+    prob_clip = cN.evaluate(input)[0][0]
+    np.testing.assert_allclose(prob_clip, 0.9898910827653756)
+
+
+if __name__ == '__main__':
+    test_nnet()
diff --git a/tests/gmprocess/waveform_processing/clipping/histogram_test.py b/tests/gmprocess/waveform_processing/clipping/histogram_test.py
index 334c2fecd..c610c3cb9 100644
--- a/tests/gmprocess/waveform_processing/clipping/histogram_test.py
+++ b/tests/gmprocess/waveform_processing/clipping/histogram_test.py
@@ -57,6 +57,5 @@ def test_all_num_clip_intervals():
 
 
 if __name__ == '__main__':
-    os.environ['CALLED_FROM_PYTEST'] = 'True'
     test_num_clip_intervals()
     test_all_num_clip_intervals()