diff --git a/Perceptron.py b/Perceptron.py index aaf0958..999c8de 100755 --- a/Perceptron.py +++ b/Perceptron.py @@ -3,8 +3,8 @@ import numpy as np import random cicli = 1000000 -hidden_layer = 2 -epsilon = 0.01 +hidden_layer = 4 +epsilon = 0.006 def fdt(x,deriv=False): if(deriv==True): @@ -20,8 +20,8 @@ def error_func(output): #input data X = np.array([[0,0,1], #input, 00 01 10 11 - [0,1,1], [1,0,1], + [0,1,1], [1,1,1]]) #output data @@ -43,8 +43,6 @@ l1 = fdt(np.dot(l0,syn0)) #output layer hidden, 4x2 4 esempi, 2 neuroni di outpu l2 = fdt(np.dot(l1,syn1)) #output della rete (per ogni esempio) for i in range(cicli): - #print(str(int(100*i/cicli))+"---------------------------------------") #% sul numero totale di cicli - old_error = error_func(l2) #FASE BACKWARD @@ -57,11 +55,13 @@ for i in range(cicli): #print(sum) syn1[:,0] += sum + for j in range(hidden_layer): #loop tra i neuroni hidden - sum=0 + delta_w=0 for nu in range(len(X)): #loop tra gli esempi - sum += epsilon*delta_nu[nu]*fdt(np.dot(l1[nu],syn1),True)*syn1[j]*fdt(np.dot(X[nu],syn0[:,j]),True) - syn0[:,j] += sum + #delta_w = epsilon*delta_nu[nu]*fdt(np.dot(l1[nu],syn1),True)*syn1[j]*fdt(np.dot(X[nu],syn0[:,j]),True) + delta_w = epsilon*delta_nu[nu]*fdt(np.dot(l1[nu],syn1),True)*syn1[j]*fdt(np.dot(X[nu],syn0[:,j]),True) + syn0[:,j] += delta_w #fase forward @@ -80,10 +80,14 @@ for i in range(cicli): # if (abs(current_error - old_error) < 10**-8): # print("Very low error variation - exiting") # break - if(i % 10000) == 0: # stampo errore ogni 10k + if(i % 5000) == 0: # stampo errore ogni 10k for i in range(len(np.transpose(l2))): print(np.transpose(l2)[i]) - print(str(int(100*i/cicli))+"-------"+str(current_error)) + if (current_error < old_error): + anda="v" + else: + anda="^" + print(str(int(100*i/cicli))+"% ------- Error: "+str(current_error)+anda) print("Error: "+str(error_func(l2))) for i in range(len(np.transpose(l2))): diff --git a/Perceptron.spec b/Perceptron.spec deleted file mode 100644 index 54950f7..0000000 --- a/Perceptron.spec +++ /dev/null @@ -1,40 +0,0 @@ -# -*- mode: python ; coding: utf-8 -*- - - -block_cipher = None - - -a = Analysis(['Perceptron.py'], - pathex=[], - binaries=[], - datas=[], - hiddenimports=[], - hookspath=[], - hooksconfig={}, - runtime_hooks=[], - excludes=[], - win_no_prefer_redirects=False, - win_private_assemblies=False, - cipher=block_cipher, - noarchive=False) -pyz = PYZ(a.pure, a.zipped_data, - cipher=block_cipher) - -exe = EXE(pyz, - a.scripts, - a.binaries, - a.zipfiles, - a.datas, - [], - name='Perceptron', - debug=False, - bootloader_ignore_signals=False, - strip=False, - upx=True, - upx_exclude=[], - runtime_tmpdir=None, - console=True, - disable_windowed_traceback=False, - target_arch=None, - codesign_identity=None, - entitlements_file=None ) diff --git a/__pycache__/Perceptron.cpython-310.pyc b/__pycache__/Perceptron.cpython-310.pyc deleted file mode 100644 index 506faae..0000000 Binary files a/__pycache__/Perceptron.cpython-310.pyc and /dev/null differ diff --git a/build/Perceptron/Analysis-00.toc b/build/Perceptron/Analysis-00.toc deleted file mode 100644 index 4880d97..0000000 --- a/build/Perceptron/Analysis-00.toc +++ /dev/null @@ -1,1013 +0,0 @@ -(['/home/marco/gitclones/Perceptron/Perceptron.py'], - 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This does not -necessarily mean this module is required for running you program. Python and -Python 3rd-party packages include a lot of conditional or optional modules. For -example the module 'ntpath' only exists on Windows, whereas the module -'posixpath' only exists on Posix systems. - -Types if import: -* top-level: imported at the top-level - look at these first -* conditional: imported within an if-statement -* delayed: imported from within a function -* optional: imported within a try-except-statement - -IMPORTANT: Do NOT post this list to the issue-tracker. Use it as a basis for - yourself tracking down the missing module. Thanks! - -missing module named _frozen_importlib_external - imported by importlib._bootstrap (delayed), importlib (optional), importlib.abc (optional), zipimport (top-level) -excluded module named _frozen_importlib - imported by importlib (optional), importlib.abc (optional), zipimport (top-level) -missing module named 'typing.io' - imported by importlib.resources (top-level) -missing module named typing_extensions - imported by importlib_metadata._compat (optional) -missing module named vms_lib - imported by platform (delayed, optional) -missing module named 'java.lang' - imported by platform (delayed, optional), xml.sax._exceptions (conditional) -missing module named java - imported by platform (delayed) -missing module named _scproxy - imported by urllib.request (conditional) -missing module named msvcrt - imported by multiprocessing.spawn (delayed, conditional), multiprocessing.popen_spawn_win32 (top-level), getpass (optional), numpy.distutils.mingw32ccompiler (conditional, optional), asyncio.windows_events (top-level), asyncio.windows_utils (top-level), subprocess (optional) -missing module named _winapi - imported by encodings (delayed, conditional, optional), multiprocessing.connection (optional), multiprocessing.spawn (delayed, conditional), multiprocessing.reduction (conditional), multiprocessing.shared_memory (conditional), multiprocessing.heap (conditional), multiprocessing.popen_spawn_win32 (top-level), mimetypes (optional), asyncio.windows_events (top-level), asyncio.windows_utils (top-level), subprocess (optional) -missing module named 'org.python' - imported by pickle (optional), setuptools.sandbox (conditional), xml.sax (delayed, conditional) -missing module named _winreg - imported by platform (delayed, optional), appdirs (delayed, conditional) -missing module named _overlapped - imported by asyncio.windows_events (top-level) -missing module named multiprocessing.BufferTooShort - imported by multiprocessing (top-level), multiprocessing.connection (top-level) -missing module named multiprocessing.AuthenticationError - imported by multiprocessing (top-level), multiprocessing.connection (top-level) -missing module named asyncio.DefaultEventLoopPolicy - imported by asyncio (delayed, conditional), asyncio.events (delayed, conditional) -missing module named winreg - imported by importlib._bootstrap_external (conditional), platform (delayed, optional), appdirs (delayed, conditional), mimetypes (optional), urllib.request (delayed, conditional, optional), distutils.msvccompiler (optional), distutils.msvc9compiler (top-level), distutils._msvccompiler (top-level), numpy.distutils.cpuinfo (delayed, optional), setuptools.msvc (conditional) -missing module named nt - imported by os (delayed, conditional, optional), ntpath (optional), shutil (conditional), importlib._bootstrap_external (conditional), ctypes (delayed, conditional) -missing module named org - imported by copy (optional) -missing module named multiprocessing.get_context - imported by multiprocessing (top-level), multiprocessing.pool (top-level), multiprocessing.managers (top-level), multiprocessing.sharedctypes (top-level) -missing module named multiprocessing.TimeoutError - imported by multiprocessing (top-level), multiprocessing.pool (top-level) -missing module named multiprocessing.set_start_method - imported by multiprocessing (top-level), multiprocessing.spawn (top-level) -missing module named multiprocessing.get_start_method - imported by multiprocessing (top-level), multiprocessing.spawn (top-level) -missing module named pyimod03_importers - imported by /home/marco/.local/lib/python3.10/site-packages/PyInstaller/hooks/rthooks/pyi_rth_pkgutil.py (top-level) -missing module named 'nose.plugins' - imported by numpy.testing._private.noseclasses (top-level), numpy.testing._private.nosetester (delayed) -missing module named 'nose.util' - imported by numpy.testing._private.noseclasses (top-level) -missing module named psutil._psutil_aix - imported by psutil (top-level), psutil._psaix (top-level) -missing module named psutil._psutil_sunos - imported by psutil (top-level), psutil._pssunos (top-level) -missing module named psutil._psutil_bsd - imported by psutil (top-level), psutil._psbsd (top-level) -missing module named psutil._psutil_osx - imported by psutil (top-level), psutil._psosx (top-level) -missing module named _psutil_windows - imported by psutil._pswindows (top-level) -missing module named psutil._psutil_windows - imported by psutil (conditional, optional), psutil._pswindows (optional) -missing module named dummy_threading - imported by psutil._compat (optional) -missing module named _dummy_thread - imported by numpy.core.arrayprint (optional) -missing module named numpy.core.result_type - imported by numpy.core (delayed), numpy.testing._private.utils (delayed) -missing module named numpy.core.float_ - imported by numpy.core (delayed), numpy.testing._private.utils (delayed) -missing module named numpy.core.number - imported by numpy.core (delayed), numpy.testing._private.utils (delayed) -missing module named numpy.core.object_ - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed) -missing module named numpy.core.all - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed) -missing module named numpy.core.bool_ - 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