add modules

.readthedocs.yml

@@ -0,0 +1,16 @@
+# .readthedocs.yml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+build:
+  image: latest
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+   configuration: docs/source/conf.py   
+
+
+python:
+  version: 3.8
+
+requirements_file: requirements.txt

data/erp/testsafedata.csv

@@ -0,0 +1,46 @@
+pk,x,y,rho
+0,790752,1092750,1101
+10,790747,1092758,1147
+20,790743,1092763,1345
+30,790738,1092770,1369
+40,790733,1092776.5,1406
+50,790729,1092783,1543
+60,790724,1092789.5,1480
+70,790720,1092796,1517
+80,790715,1092802.5,1754
+90,790711,1092809,1591
+100,790284,1093124,1260
+110,790281,1093118,1200
+120,790277,1093110,1160
+130,790270,1093104,1280
+140,790265,1093097,1100
+150,790260,1093092,1410
+160,790254,1093086,1680
+170,790248,1093079,1580
+180,790243,1093073,950
+190,790237,1093067,1750
+200,790231,1093061,1320
+210,790224,1093054,1370
+220,790218,1093049,1390
+230,790211,1093043,1700
+240,790206,1093037,1230
+250,790200,1093031,1480
+260,790194,1093027,1400
+270,790187,1093022,800
+280,790181,1093016,1660
+290,790175,1093011,1930
+300,790210,1093010,1680
+310,790214,1093016,1300
+320,790218,1093026,930
+330,790221,1093033,1460
+340,790224,1093040,1450
+350,790228,1093049,950
+360,790232,1093057,500
+370,790234,1093063,1300
+380,790237,1093071,1630
+390,790240,1093078,1400
+400,790244,1093085,1670
+410,790246,1093094,1540
+420,790250,1093101,930
+430,790254,1093108,1130
+440,790255,1093116,1380

data/erp/testunsafedata.csv

@@ -0,0 +1,46 @@
+x,stations,resapprho,NORTH
+790752,40,1101,1092750
+790747,70,1147,1092758
+790743,100,1345,1092763
+790738,130,1369,1092770
+790733,160,1406,1092776.5
+790729,190,1543,1092783
+790724,220,1480,1092789.5
+790720,250,1517,1092796
+790715,280,1754,1092802.5
+790711,310,1591,1092809
+790284,340,1260,1093124
+790281,370,1200,1093118
+790277,400,1160,1093110
+790270,430,1280,1093104
+790265,460,1100,1093097
+790260,490,1410,1093092
+790254,520,1680,1093086
+790248,550,1580,1093079
+790243,580,950,1093073
+790237,610,1750,1093067
+790231,640,1320,1093061
+790224,670,1370,1093054
+790218,700,1390,1093049
+790211,730,1700,1093043
+790206,760,1230,1093037
+790200,790,1480,1093031
+790194,820,1400,1093027
+790187,850,800,1093022
+790181,880,1660,1093016
+790175,910,1930,1093011
+790210,940,1680,1093010
+790214,970,1300,1093016
+790218,1000,930,1093026
+790221,1030,1460,1093033
+790224,1060,1450,1093040
+790228,1090,950,1093049
+790232,1120,500,1093057
+790234,1150,1300,1093063
+790237,1180,1630,1093071
+790240,1210,1400,1093078
+790244,1240,1670,1093085
+790246,1270,1540,1093094
+790250,1300,930,1093101
+790254,1330,1130,1093108
+790255,1360,1380,1093116

data/erp/testunsafedata_extra.csv

@@ -0,0 +1,46 @@
+x,stations,resapprho,NORTH,oppp ,add1
+790752,40,1101,1092750,12,0.25
+790747,70,1147,1092758,15,0.89
+790743,100,1345,1092763,18,0.1
+790738,130,1369,1092770,21,0.263333333
+790733,160,1406,1092776.5,24,0.188333333
+790729,190,1543,1092783,27,0.113333333
+790724,220,1480,1092789.5,30,0.038333333
+790720,250,1517,1092796,33,-0.036666667
+790715,280,1754,1092802.5,36,-0.111666667
+790711,310,1591,1092809,39,-0.186666667
+790284,340,1260,1093124,42,-0.261666667
+790281,370,1200,1093118,45,-0.336666667
+790277,400,1160,1093110,48,-0.411666667
+790270,430,1280,1093104,51,-0.486666667
+790265,460,1100,1093097,54,-0.561666667
+790260,490,1410,1093092,57,-0.636666667
+790254,520,1680,1093086,60,-0.711666667
+790248,550,1580,1093079,63,-0.786666667
+790243,580,950,1093073,66,-0.861666667
+790237,610,1750,1093067,69,-0.936666667
+790231,640,1320,1093061,72,-1.011666667
+790224,670,1370,1093054,75,-1.086666667
+790218,700,1390,1093049,78,-1.161666667
+790211,730,1700,1093043,81,-1.236666667
+790206,760,1230,1093037,84,-1.311666667
+790200,790,1480,1093031,87,-1.386666667
+790194,820,1400,1093027,90,-1.461666667
+790187,850,800,1093022,93,-1.536666667
+790181,880,1660,1093016,96,-1.611666667
+790175,910,1930,1093011,99,-1.686666667
+790210,940,1680,1093010,102,-1.761666667
+790214,970,1300,1093016,105,-1.836666667
+790218,1000,930,1093026,108,-1.911666667
+790221,1030,1460,1093033,111,-1.986666667
+790224,1060,1450,1093040,114,-2.061666667
+790228,1090,950,1093049,117,-2.136666667
+790232,1120,500,1093057,120,-2.211666667
+790234,1150,1300,1093063,123,-2.286666667
+790237,1180,1630,1093071,126,-2.361666667
+790240,1210,1400,1093078,129,-2.436666667
+790244,1240,1670,1093085,132,-2.511666667
+790246,1270,1540,1093094,135,-2.586666667
+790250,1300,930,1093101,138,-2.661666667
+790254,1330,1130,1093108,141,-2.736666667
+790255,1360,1380,1093116,144,-2.811666667

data/ves/ves_gbalo.csv

@@ -0,0 +1,33 @@
+AB/2,MN/2,SE1,SE2,SE3,SE4
+1,0.4,943,294,1125,457
+2,0.4,1179,502,1345,582
+3,0.4,1103,572,1213,558
+4,0.4,1062,641,1007,421
+3,1,1121,453,1130,407
+4,1,1102,517,1077,387
+5,1,1380,485,927,351
+6,1,706,454,902,223
+8,1,484,327,878,213
+10,1,420,259,731,203
+12,1,357,170,540,181
+14,1,300,123,451,175
+16,1,258,89,407,162
+18,1,211,61,331,152
+20,1,159,45,321,122
+24,1,100,31,230,86
+20,5,168,97,206,72
+24,5,103,63,188,70
+28,5,75,46,102,63
+32,5,63,45,98,51
+36,5,60,43,87,46
+40,5,68,44,81,35
+45,5,77,44,78,48
+50,5,82,48,65,59
+55,5,94,46,54,66
+60,5,100,62,67,72
+55,10,71,56,79,83
+60,10,80,70,88,85
+70,10,95,74,101,92
+80,10,108,82,112,96
+90,10,119,103,120,101
+100,10,142,95,156,110

kalfeat/__init__.py

@@ -0,0 +1,47 @@
+# -*- coding: utf-8 -*-
+#   author-email: <[email protected]>
+#   Licence:  GPL-3.0 
+"""
+ A package for fast detecting the geo-electrical features 
+==========================================================
+
+`kalfeat`_ (stands for `Kouadio et al.`_  features detection) is designed for 
+predicting the groundwater flow rate from the geology and DC resistivity data
+is designed to bring a piece solution in the detection of the geo-electrical 
+features which are known as the foremost criteria to select the right location 
+before any drilling locations. The aim of kalfeat is twofold::
+    1. to minimize the rate of unsuccessful drillings after the geological 
+        survey during CDWS and save money from geophysical and drilling companies.
+    2. to maximize the number of boreholes intended for the populations and 
+    encourage the partners to indirectly solve the problem of water scarcity. 
+    
+.. _Kouadio et al. : https://doi.org/10.1029/2021wr031623
+.. _kalfeat: https://github.com/WEgeophysics/kalfeat/
+
+"""
+import os 
+import sys 
+
+__version__='0.1.0'
+__author__='Kouadio Laurent' 
+
+from . import (  
+    _kalfeatlog, 
+    methods, 
+    tools,
+    decorators, 
+    documentation, 
+    exceptions, 
+    property, 
+    sklearn,
+    typing, 
+    __main__, 
+
+    )
+
+if __name__ =='__main__' or __package__ is None: 
+    sys.path.append( os.path.dirname(os.path.dirname(__file__)))
+    sys.path.insert(0, os.path.dirname(__file__))
+    __package__ ='kalfeat'
+
+

kalfeat/__main__.py

@@ -0,0 +1,12 @@
+import os 
+import sys 
+
+if __name__ =='__main__' or __package__ is None: 
+    sys.path.append( os.path.dirname(os.path.dirname(__file__)))
+    sys.path.insert(0, os.path.dirname(__file__))
+    __package__ ='watex'
+    # another way to say the sys.path so to force use the relative import: 
+    #   sys.path(os.path.dirname(os.path.dirname(__file__)))
+    #   root_folder = r'{}'.format(pathlib.Path(
+    #       pathlib.Path(__file__).parent.absolute().parent))
+