Laszlo Fazekas TheBojda

## pygad_reinforcement.py
import gym
import numpy as np
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense
import pygad.kerasga
import pygad


def fitness_func(solution, sol_idx):
    global keras_ga, model, observation_space_size, env

## pygad_reinforcement.ipynb

      
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                TheBojda
                / pygad_reinforcement.ipynb
            
            
              Last active
              December 22, 2022 14:57
            
              
                PyGAD (Genetic Algorithm) reinforcement learning example with Tensorflow and OpenAI Gym (CartPole v1)
              
          
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## cifar10.py
import torch
import torchvision
import torchvision.transforms as transforms
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
import matplotlib.pyplot as plt
import torch.optim as optim

transform = transforms.Compose([

## autograd.py
import torch
import numpy as np
import matplotlib.pyplot as plt

TRUE_W = 3.0
TRUE_b = 0.5

NUM_EXAMPLES = 1000

x = torch.empty(NUM_EXAMPLES).normal_(mean=0,std=1.0)

## todo-native.vue
<template>
  <nb-container>
    <nb-header></nb-header>
    <nb-grid>
      <nb-row :style="{ height: 60 }" v-for="(todo, idx) in todos" :key="idx">
        <nb-col :size="85" :style="{ justifyContent: 'center' }">
          <text :style="{marginLeft: 10}">{{todo}}</text>
        </nb-col>
        <nb-col :size="15" :style="{ justifyContent: 'center'  }">
          <nb-button iconCenter transparent :on-press="() => removeItem(idx)">

## todo_host.html
<!DOCTYPE html>
<html lang="en">

<head>
	<title>Vue.js TODO Example</title>
	<script src="https://unpkg.com/vue"></script>
	<script src="https://unpkg.com/http-vue-loader"></script>
</head>

<body>

## todo.vue
<template>
  <table>
    <tr v-for="(todo, idx) in todos" :key="idx">
      <td class="todo_text">{{todo}}</td>
      <td>
        <button @click="removeItem(idx)">Done</button>
      </td>
    </tr>
    <tr>
      <td>

## vue_todo.html
<!DOCTYPE html>
<html lang="en">

<head>
	<title>Vue.js TODO Example</title>
	<script src="https://cdn.jsdelivr.net/npm/vue/dist/vue.js"></script>
</head>

<body>
	<div id="app">

## vue.html
<html>
	<head>
		<script src="https://cdn.jsdelivr.net/npm/vue/dist/vue.js"></script>
	</head>
	<body>
		<div id="app">
			<span>{{msg}}</span><button @click="btnClick">Push me!</button>
		</div>
		<script>
			new Vue({

## jquery.html
<html>
	<head>
		<script src="https://code.jquery.com/jquery-3.5.1.min.js" integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin="anonymous"></script>
	</head>
	<body>
		<span id="msg">Hello World!</span><button id="btn">Push me!</button>
		<script>
			$('#btn').click(function() {
				$('#msg').html('Hello jQuery!');
			});
	import gym
	import numpy as np
	from tensorflow.keras.models import Sequential
	from tensorflow.keras.layers import Dense
	import pygad.kerasga
	import pygad


	def fitness_func(solution, sol_idx):
	global keras_ga, model, observation_space_size, env
	import torch
	import torchvision
	import torchvision.transforms as transforms
	import torch.nn as nn
	import torch.nn.functional as F
	import numpy as np
	import matplotlib.pyplot as plt
	import torch.optim as optim

	transform = transforms.Compose([
	<template>
	<nb-container>
	<nb-header></nb-header>
	<nb-grid>
	<nb-row :style="{ height: 60 }" v-for="(todo, idx) in todos" :key="idx">
	<nb-col :size="85" :style="{ justifyContent: 'center' }">
	<text :style="{marginLeft: 10}">{{todo}}</text>
	</nb-col>
	<nb-col :size="15" :style="{ justifyContent: 'center' }">
	<nb-button iconCenter transparent :on-press="() => removeItem(idx)">
	<!DOCTYPE html>
	<html lang="en">

	<head>
	<title>Vue.js TODO Example</title>
	<script src="https://unpkg.com/vue"></script>
	<script src="https://unpkg.com/http-vue-loader"></script>
	</head>

	<body>
	<template>
	<table>
	<tr v-for="(todo, idx) in todos" :key="idx">
	<td class="todo_text">{{todo}}</td>
	<td>
	<button @click="removeItem(idx)">Done</button>
	</td>
	</tr>
	<tr>
	<td>
	<html>
	<head>
	<script src="https://cdn.jsdelivr.net/npm/vue/dist/vue.js"></script>
	</head>
	<body>
	<div id="app">
	<span>{{msg}}</span><button @click="btnClick">Push me!</button>
	</div>
	<script>
	new Vue({
	<html>
	<head>
	<script src="https://code.jquery.com/jquery-3.5.1.min.js" integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin="anonymous"></script>
	</head>
	<body>
	<span id="msg">Hello World!</span><button id="btn">Push me!</button>
	<script>
	$('#btn').click(function() {
	$('#msg').html('Hello jQuery!');
	});