Eric Schles EricSchles

## Output
$ python xor.py
Training:
  Epoch   0   MSE: 1.765
  Epoch 100   MSE: 0.015
  Epoch 200   MSE: 0.005
  * Target MSE reached *
Evaluating:
  1 XOR 0 = 1 ( 0.904)   Error: 0.096
  0 XOR 1 = 1 ( 0.908)   Error: 0.092
  1 XOR 1 = 0 (-0.008)   Error: 0.008

## poormansdag.ipynb

      
              1 file
            
          
              0 forks
            
          
              0 comments
            
          
              0 stars
            
          
                EricSchles
                / poormansdag.ipynb
            
            
              Created
              July 18, 2018 19:49
                — forked from mariusvniekerk/poormansdag.ipynb
            
              
                How to make a simple task execution engine in basically no code
              
          
        Loading

      Sorry, something went wrong. Reload?
      Sorry, we cannot display this file.
      Sorry, this file is invalid so it cannot be displayed.
      
          Viewer requires iframe.
      
    
## poormansdag.ipynb

      
              1 file
            
          
              0 forks
            
          
              0 comments
            
          
              1 star
            
          
                EricSchles
                / poormansdag.ipynb
            
            
              Created
              July 18, 2018 19:49
                — forked from mariusvniekerk/poormansdag.ipynb
            
              
                How to make a simple task execution engine in basically no code
              
          
        Loading

      Sorry, something went wrong. Reload?
      Sorry, we cannot display this file.
      Sorry, this file is invalid so it cannot be displayed.
      
          Viewer requires iframe.
      
    
## solver.py
from numpy.random import random
from numpy import array, isclose, zeros_like, sign
from numpy.linalg import lstsq

def solve(func, values, atol=0.1):
    while True:
        result = func(values)
        if isclose(result, 0, atol=atol):
            break
        values -= sign(result) * random(values.size)

## SyncanoJS
<!doctype html>
<html>
<script src="http://cdn.jsdelivr.net/sockjs/0.3.4/sockjs.min.js"></script>
<script src="http://cdn.jsdelivr.net/syncanojs/3.1.3beta/syncano.min.js"></script>
<script src="http://cdn.jsdelivr.net/jquery/2.1.1/jquery.min.js"></script>

<head></head>

<body>

## faces_example.py
import sys

from PIL import Image, ImageDraw

try:
    import cv
except ImportError:
    print 'Could not import cv, trying opencv'
    import opencv.cv as cv
	$ python xor.py
	Training:
	Epoch 0 MSE: 1.765
	Epoch 100 MSE: 0.015
	Epoch 200 MSE: 0.005
	* Target MSE reached *
	Evaluating:
	1 XOR 0 = 1 ( 0.904) Error: 0.096
	0 XOR 1 = 1 ( 0.908) Error: 0.092
	1 XOR 1 = 0 (-0.008) Error: 0.008
	from numpy.random import random
	from numpy import array, isclose, zeros_like, sign
	from numpy.linalg import lstsq

	def solve(func, values, atol=0.1):
	while True:
	result = func(values)
	if isclose(result, 0, atol=atol):
	break
	values -= sign(result) * random(values.size)
	<!doctype html>
	<html>
	<script src="http://cdn.jsdelivr.net/sockjs/0.3.4/sockjs.min.js"></script>
	<script src="http://cdn.jsdelivr.net/syncanojs/3.1.3beta/syncano.min.js"></script>
	<script src="http://cdn.jsdelivr.net/jquery/2.1.1/jquery.min.js"></script>

	<head></head>

	<body>
	import sys

	from PIL import Image, ImageDraw

	try:
	import cv
	except ImportError:
	print 'Could not import cv, trying opencv'
	import opencv.cv as cv