TheBojda’s gists

TheBojda / pygad_torch_pool.py

Created January 30, 2021 09:35

Reinforcement learning on multiple CPUs with Genetic Algorithm using PyGAD, PyTorch, Open AI Gym (CartPole) and multiprocessing.Pool

	import time
	import gym
	import numpy as np
	import pygad.torchga
	import pygad
	import torch
	import torch.nn as nn
	from multiprocessing import Pool

TheBojda / pygad_reinforcement.py

Created January 24, 2021 09:41

Reinforcement learning with genetic algorithm (PyGAD and OpenAI Gym - CartPole-v1)

	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

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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TheBojda / cifar10.py

Created August 24, 2020 08:14

PyTorch CIFAR10 neural network example

	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([

TheBojda / autograd.py

Created August 23, 2020 13:07

Simple linear regression with PyTorch autograd

	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)

TheBojda / todo-native.vue

Created June 10, 2020 10:44

Simple Vue Native TODO example with NativeBase components

	<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)">

TheBojda / todo_host.html

Created May 29, 2020 11:47

Vue.js TODO component host file example

	<!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>

TheBojda / todo.vue

Created May 29, 2020 09:54

TODO component in Vue.js

	<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>

TheBojda / vue_todo.html

Created May 29, 2020 09:31

Simple Vue.js TODO app

	<!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">

TheBojda / vue.html

Created May 29, 2020 07:33

Simple Vue.js example

	<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({

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