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# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.26, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.91, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.41, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.44, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.23, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.13, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.74, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.81, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.62, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.2857, 0.0179, 0, 0.66, 0, 192, 0, 1, 0, 0, 192, 0, 0 ], [ 1, 0, 0.3036, 0.0179, 0, 0.66, 0.0385, 905, 0, 1, 0, 0, 905, 0, 0 ], [ 1, 0, 0.3214, 0.0179, 0, ...
[ "import cvarray", "import mp_map", "import prog_bar", "import numpy_help_cpp", "import python_obj_cpp", "import matrix_cpp", "import gamma_cpp", "import setProcName", "import start_cpp", "import make", "import doc_gen", "doc = doc_gen.DocGen('utils', 'Utilities/Miscellaneous', 'Library of misc...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0818, 0.0063, 0, 0.66, 0, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0881, 0.0063, 0, 0.66, 0.0909, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0943, 0.0063, 0, 0....
[ "import unittest", "import random", "import math", "from scipy.special import gammaln, psi, polygamma", "from scipy import weave", "from utils.start_cpp import start_cpp", "gamma_code = start_cpp() + \"\"\"\n#ifndef GAMMA_CODE\n#define GAMMA_CODE\n\n#include <cmath>\n\n// Returns the natural logarithm o...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.5, 0.0333, 0, 0.66, 0, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 1, 0, 0.5333, 0.0333, 0, 0.66, 0.5, 154, 0, 1, 0, 0, 154, 0, 0 ], [ 2, 0, 0.8333, 0.3667, 0, 0.66, ...
[ "import inspect", "import hashlib", "def start_cpp(hash_str = None):\n \"\"\"This method does two things - firstly it adds the correct line numbers to scipy.weave code (Good for debugging) and secondly it can optionaly inserts a hash code of some other code into the code. This latter feature is useful for work...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.2031, 0.0156, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.2188, 0.0156, 0, 0.66, 0.125, 79, 0, 1, 0, 0, 79, 0, 0 ], [ 1, 0, 0.2344, 0.0156, 0, 0.6...
[ "import sys", "import os.path", "import tempfile", "import shutil", "from distutils.core import setup, Extension", "import distutils.ccompiler", "import distutils.dep_util", "try:\n __default_compiler = distutils.ccompiler.new_compiler()\nexcept:\n __default_compiler = None", " __default_compiler...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0634, 0.0049, 0, 0.66, 0, 291, 0, 1, 0, 0, 291, 0, 0 ], [ 1, 0, 0.0683, 0.0049, 0, 0.66, 0.5, 878, 0, 1, 0, 0, 878, 0, 0 ], [ 3, 0, 0.5439, 0.9171, 0, 0.6...
[ "import pydoc", "import inspect", "class DocGen:\n \"\"\"A helper class that is used to generate documentation for the system. Outputs multiple formats simultaneously, specifically html for local reading with a webbrowser and the markup used by the wiki system on Google code.\"\"\"\n def __init__(self, name, ...
#! /usr/bin/env python # -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyrig...
[ [ 1, 0, 0.3636, 0.0227, 0, 0.66, 0, 182, 0, 1, 0, 0, 182, 0, 0 ], [ 2, 0, 0.5682, 0.25, 0, 0.66, 0.5, 903, 0, 1, 0, 0, 0, 0, 9 ], [ 8, 1, 0.4773, 0.0227, 1, 0.82, ...
[ "from ctypes import *", "def setProcName(name):\n \"\"\"Sets the process name, linux only - useful for those programs where you might want to do a killall, but don't want to slaughter all the other python processes. Note that there are multiple mechanisms, and that the given new name can be shortened by differin...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1456, 0.0097, 0, 0.66, 0, 901, 0, 1, 0, 0, 901, 0, 0 ], [ 1, 0, 0.1553, 0.0097, 0, 0.66, 0.1111, 99, 0, 1, 0, 0, 99, 0, 0 ], [ 1, 0, 0.1748, 0.0097, 0, 0....
[ "import multiprocessing as mp", "import multiprocessing.synchronize # To make sure we have all the functionality.", "import types", "import marshal", "import unittest", "def repeat(x):\n \"\"\"A generator that repeats the input forever - can be used with the mp_map function to give data to a function tha...
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1923, 0.0128, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.6282, 0.7564, 0, 0.66, 1, 799, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "numpy_util_code = start_cpp() + \"\"\"\n#ifndef NUMPY_UTIL_CODE\n#define NUMPY_UTIL_CODE\n\nfloat & Float1D(PyArrayObject * arr, int index = 0)\n{\n return *(float*)(arr->data + index*arr->strides[0]);\n}" ]
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0718, 0.0055, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.5497, 0.9061, 0, 0.66, 1, 666, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "dir_est_code = start_cpp() + \"\"\"\n// Defined as a class - you then add each multinomial before requesting a maximum likelihood update of the Dirichlet distribution. It uses Newton-Raphson iterations, and so needs a starting point - you provide a vector to be updated, w...
#! /usr/bin/env python # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of ...
[ [ 1, 0, 0.4688, 0.0312, 0, 0.66, 0, 466, 0, 1, 0, 0, 466, 0, 0 ], [ 1, 0, 0.5312, 0.0312, 0, 0.66, 0.1111, 970, 0, 1, 0, 0, 970, 0, 0 ], [ 14, 0, 0.6875, 0.0312, 0, ...
[ "import dp_utils", "from utils import doc_gen", "doc = doc_gen.DocGen('dp_utils', 'Dirichlet Process Utilities', 'Utility library for handling Dirichlet processes')", "doc.addFile('readme.txt', 'Overview')", "doc.addVariable('sampling_code', 'Code for sampling from various distributions - uniform, Gaussian,...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0379, 0.0029, 0, 0.66, 0, 265, 0, 1, 0, 0, 265, 0, 0 ], [ 1, 0, 0.0408, 0.0029, 0, 0.66, 0.1429, 88, 0, 1, 0, 0, 88, 0, 0 ], [ 1, 0, 0.0437, 0.0029, 0, 0....
[ "from scipy import weave", "import unittest", "from utils.start_cpp import start_cpp", "linked_list_code = start_cpp() + \"\"\"\n// Predefinitions...\ntemplate <typename ITEM, typename BODY> class Item;\ntemplate <typename ITEM, typename BODY> class List;\n\n// Useful default...\nstruct Empty {};", "class T...
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.0653, 0.005, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.5452, 0.9146, 0, 0.66, 1, 31, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "sampling_code = start_cpp() + \"\"\"\n#ifndef SAMPLING_CODE\n#define SAMPLING_CODE\n\n#include <stdlib.h>\n#include <math.h>\n\nconst double gamma_approx = 32.0; // Threshold between the two methods of doing a gamma draw." ]
# Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.1121, 0.0086, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.5733, 0.8621, 0, 0.66, 1, 983, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "conc_code = start_cpp() + \"\"\"\n\n// This funky little function is used to resample the concentration parameter of a Dirichlet process, using the previous parameter - allows this parameter to be Gibbs sampled. Also works for any level of a HDP, due to the limited intera...
# Copyright 2011 Tom SF Haines # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # This program is distributed in the ho...
[ [ 1, 0, 0.0636, 0.0035, 0, 0.66, 0, 305, 0, 1, 0, 0, 305, 0, 0 ], [ 1, 0, 0.0671, 0.0035, 0, 0.66, 0.25, 342, 0, 2, 0, 0, 342, 0, 0 ], [ 1, 0, 0.0707, 0.0035, 0, 0....
[ "import solvers", "from solve_shared import Params, State", "from document import Document", "from dp_conc import PriorConcDP", "class Corpus:\n \"\"\"Contains a set of Document-s, plus parameters for the graphical models priors - everything required as input to build a model, except a Params object.\"\"\"...
# Copyright 2011 Tom SF Haines # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # This program is distributed in the ho...
[ [ 1, 0, 0.2169, 0.012, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 3, 0, 0.6325, 0.747, 0, 0.66, 1, 920, 0, 8, 0, 0, 0, 0, 8 ], [ 8, 1, 0.2771, 0.012, 1, 0.41, ...
[ "import numpy", "class Document:\n \"\"\"Representation of a document used by the system. Consists of a list of words - each is referenced by a natural number and is associated with a count of how many of that particular word exist in the document.\"\"\"\n def __init__(self, dic, abnorms = []):\n \"\"\"Const...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0264, 0.0024, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0288, 0.0024, 0, 0.66, 0.1667, 181, 0, 1, 0, 0, 181, 0, 0 ], [ 1, 0, 0.0337, 0.0024, 0, ...
[ "import numpy", "import numpy.random", "from generators import Generator", "from tests import *", "from utils.start_cpp import start_cpp", "class AxisMedianGen(Generator, AxisSplit):\n \"\"\"Provides a generator for axis-aligned split planes that split the data set in half, i.e. uses the median. Has rand...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0336, 0.0031, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0367, 0.0031, 0, 0.66, 0.2, 181, 0, 1, 0, 0, 181, 0, 0 ], [ 1, 0, 0.0428, 0.0031, 0, 0.6...
[ "import numpy", "import numpy.random", "from utils.start_cpp import start_cpp", "class Generator:\n \"\"\"A generator - provides lots of test entities designed to split an exemplar set via a (python) generator method (i.e. using yield). When a tree is constructed it is provided with a generator and each time...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0109, 0.001, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0119, 0.001, 0, 0.66, 0.25, 181, 0, 1, 0, 0, 181, 0, 0 ], [ 7, 0, 0.0143, 0.002, 0, 0.66,...
[ "import numpy", "import numpy.random", "try: from scipy import weave\nexcept: weave = None", "try: from scipy import weave", "except: weave = None", "from utils.start_cpp import start_cpp", "class Node:\n \"\"\"Defines a node - these are the bread and butter of the system. Each decision tree is made ou...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0809, 0.0074, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0956, 0.0074, 0, 0.66, 0.2, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 3, 0, 0.1618, 0.0809, 0, 0.6...
[ "import numpy", "from utils.start_cpp import start_cpp", "class Test:\n \"\"\"Interface for a test definition. This provides the concept of a test that an exemplar either passes or fails. The test is actually defined by some arbitary entity made by a matching generator, but this object is required to actually ...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0258, 0.0023, 0, 0.66, 0, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0281, 0.0023, 0, 0.66, 0.0625, 181, 0, 1, 0, 0, 181, 0, 0 ], [ 7, 0, 0.0363, 0.0094, 0, ...
[ "import numpy", "import numpy.random", "try:\n from multiprocessing import Pool, Manager, cpu_count\nexcept:\n Pool = None", " from multiprocessing import Pool, Manager, cpu_count", " Pool = None", "from exemplars import *", "from goals import *", "from pruners import *", "from nodes import *", ...
# Copyright 2012 Tom SF Haines # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, softwar...
[ [ 1, 0, 0.0162, 0.0015, 0, 0.66, 0, 715, 0, 1, 0, 0, 715, 0, 0 ], [ 1, 0, 0.0177, 0.0015, 0, 0.66, 0.1111, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 1, 0, 0.0191, 0.0015, 0, ...
[ "import random", "import numpy", "import numpy.random", "from generators import Generator", "from tests import *", "from utils.start_cpp import start_cpp", "class AxisClassifyGen(Generator, AxisSplit):\n \"\"\"Provides a generator that creates axis-aligned split planes that have their position selected...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.2941, 0.0196, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.3137, 0.0196, 0, 0.66, 0.5, 654, 0, 1, 0, 0, 654, 0, 0 ], [ 3, 0, 0.6863, 0.6078, 0, 0.6...
[ "import sys", "import time", "class ProgBar:\n \"\"\"Simple console progress bar class. Note that object creation and destruction matter, as they indicate when processing starts and when it stops.\"\"\"\n def __init__(self, width = 60, onCallback = None):\n self.start = time.time()\n self.fill = 0\n ...
# -*- coding: utf-8 -*- # Code copied from http://opencv.willowgarage.com/wiki/PythonInterface - license unknown, but presumed to be at least as liberal as bsd (The license for opencv.). import cv import numpy as np def cv2array(im): """Converts a cv array to a numpy array.""" depth2dtype = { cv.IPL_...
[ [ 1, 0, 0.1296, 0.0185, 0, 0.66, 0, 492, 0, 1, 0, 0, 492, 0, 0 ], [ 1, 0, 0.1481, 0.0185, 0, 0.66, 0.3333, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 2, 0, 0.3889, 0.3519, 0, ...
[ "import cv", "import numpy as np", "def cv2array(im):\n \"\"\"Converts a cv array to a numpy array.\"\"\"\n depth2dtype = {\n cv.IPL_DEPTH_8U: 'uint8',\n cv.IPL_DEPTH_8S: 'int8',\n cv.IPL_DEPTH_16U: 'uint16',\n cv.IPL_DEPTH_16S: 'int16',\n cv.IPL_DEPTH_32S: 'int32',", " \...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.1, 0.0077, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.5692, 0.8692, 0, 0.66, 1, 974, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "matrix_code = start_cpp() + \"\"\"\n#ifndef MATRIX_CODE\n#define MATRIX_CODE\n\ntemplate <typename T>\ninline void MemSwap(T * lhs, T * rhs, int count = 1)\n{\n while(count!=0)" ]
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1875, 0.0125, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 1, 0, 0.2, 0.0125, 0, 0.66, 0.5, 884, 0, 1, 0, 0, 884, 0, 0 ], [ 14, 0, 0.6312, 0.75, 0, 0.66, ...
[ "from utils.start_cpp import start_cpp", "from utils.numpy_help_cpp import numpy_util_code", "python_obj_code = numpy_util_code + start_cpp() + \"\"\"\n#ifndef PYTHON_OBJ_CODE\n#define PYTHON_OBJ_CODE\n\n// Extracts a boolean from an object...\nbool GetObjectBoolean(PyObject * obj, const char * name)\n{\n PyObj...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.2941, 0.0196, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.3137, 0.0196, 0, 0.66, 0.5, 654, 0, 1, 0, 0, 654, 0, 0 ], [ 3, 0, 0.6863, 0.6078, 0, 0.6...
[ "import sys", "import time", "class ProgBar:\n \"\"\"Simple console progress bar class. Note that object creation and destruction matter, as they indicate when processing starts and when it stops.\"\"\"\n def __init__(self, width = 60, onCallback = None):\n self.start = time.time()\n self.fill = 0\n ...
# -*- coding: utf-8 -*- # Code copied from http://opencv.willowgarage.com/wiki/PythonInterface - license unknown, but presumed to be at least as liberal as bsd (The license for opencv.). import cv import numpy as np def cv2array(im): """Converts a cv array to a numpy array.""" depth2dtype = { cv.IPL_...
[ [ 1, 0, 0.1296, 0.0185, 0, 0.66, 0, 492, 0, 1, 0, 0, 492, 0, 0 ], [ 1, 0, 0.1481, 0.0185, 0, 0.66, 0.3333, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 2, 0, 0.3889, 0.3519, 0, ...
[ "import cv", "import numpy as np", "def cv2array(im):\n \"\"\"Converts a cv array to a numpy array.\"\"\"\n depth2dtype = {\n cv.IPL_DEPTH_8U: 'uint8',\n cv.IPL_DEPTH_8S: 'int8',\n cv.IPL_DEPTH_16U: 'uint16',\n cv.IPL_DEPTH_16S: 'int16',\n cv.IPL_DEPTH_32S: 'int32',", " \...
# Copyright (c) 2012, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of conditions and the follo...
[ [ 1, 0, 0.1, 0.0077, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 14, 0, 0.5692, 0.8692, 0, 0.66, 1, 974, 4, 0, 0, 0, 0, 0, 1 ] ]
[ "from utils.start_cpp import start_cpp", "matrix_code = start_cpp() + \"\"\"\n#ifndef MATRIX_CODE\n#define MATRIX_CODE\n\ntemplate <typename T>\ninline void MemSwap(T * lhs, T * rhs, int count = 1)\n{\n while(count!=0)" ]
# -*- coding: utf-8 -*- # Copyright (c) 2011, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.1875, 0.0125, 0, 0.66, 0, 972, 0, 1, 0, 0, 972, 0, 0 ], [ 1, 0, 0.2, 0.0125, 0, 0.66, 0.5, 884, 0, 1, 0, 0, 884, 0, 0 ], [ 14, 0, 0.6312, 0.75, 0, 0.66, ...
[ "from utils.start_cpp import start_cpp", "from utils.numpy_help_cpp import numpy_util_code", "python_obj_code = numpy_util_code + start_cpp() + \"\"\"\n#ifndef PYTHON_OBJ_CODE\n#define PYTHON_OBJ_CODE\n\n// Extracts a boolean from an object...\nbool GetObjectBoolean(PyObject * obj, const char * name)\n{\n PyObj...
# -*- coding: utf-8 -*- # Copyright (c) 2010, Tom SF Haines # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # * Redistributions of source code must retain the above copyright notice, this list of...
[ [ 1, 0, 0.2941, 0.0196, 0, 0.66, 0, 509, 0, 1, 0, 0, 509, 0, 0 ], [ 1, 0, 0.3137, 0.0196, 0, 0.66, 0.5, 654, 0, 1, 0, 0, 654, 0, 0 ], [ 3, 0, 0.6863, 0.6078, 0, 0.6...
[ "import sys", "import time", "class ProgBar:\n \"\"\"Simple console progress bar class. Note that object creation and destruction matter, as they indicate when processing starts and when it stops.\"\"\"\n def __init__(self, width = 60, onCallback = None):\n self.start = time.time()\n self.fill = 0\n ...
# -*- coding: utf-8 -*- # Code copied from http://opencv.willowgarage.com/wiki/PythonInterface - license unknown, but presumed to be at least as liberal as bsd (The license for opencv.). import cv import numpy as np def cv2array(im): """Converts a cv array to a numpy array.""" depth2dtype = { cv.IPL_...
[ [ 1, 0, 0.1296, 0.0185, 0, 0.66, 0, 492, 0, 1, 0, 0, 492, 0, 0 ], [ 1, 0, 0.1481, 0.0185, 0, 0.66, 0.3333, 954, 0, 1, 0, 0, 954, 0, 0 ], [ 2, 0, 0.3889, 0.3519, 0, ...
[ "import cv", "import numpy as np", "def cv2array(im):\n \"\"\"Converts a cv array to a numpy array.\"\"\"\n depth2dtype = {\n cv.IPL_DEPTH_8U: 'uint8',\n cv.IPL_DEPTH_8S: 'int8',\n cv.IPL_DEPTH_16U: 'uint16',\n cv.IPL_DEPTH_16S: 'int16',\n cv.IPL_DEPTH_32S: 'int32',", " \...