GiuseppeGiacoppo

from keras import Sequential
from keras.layers import Conv2D, AveragePooling2D, Flatten, Dense


# http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf


def create_lenet_5_model(input_shape=(32, 32, 1), output=10):
    model = Sequential()

GiuseppeGiacoppo

from keras.models import Sequential
from keras.layers import Conv2D, MaxPooling2D, Flatten, Dense


def create_alexnet_model():
    model = Sequential()

    model.add(Conv2D(filters=48, input_shape=(224, 224, 3), kernel_size=(11, 11), strides=(4, 4),
                     activation='relu'))
    model.add(MaxPooling2D(pool_size=(2, 2), strides=(2, 2)))

GiuseppeGiacoppo

from lenet5 import create_lenet_5_model
from keras.datasets import mnist

import matplotlib.pyplot as plt
import numpy as np

# Fase di input
(x_train, y_train), (x_test, y_test) = mnist.load_data()
x_train = x_train.reshape(x_train.shape[0], 28, 28, 1)
x_test = x_test.reshape(x_test.shape[0], 28, 28, 1)

GiuseppeGiacoppo

import data
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns

pd.set_option('display.max_columns', None)

italy = data._regions
italy.data = pd.to_datetime(italy.data)

GiuseppeGiacoppo

import pandas as pd

_provinces = pd.read_csv('./data/dati-province/dpc-covid19-ita-province.csv')
_regions = pd.read_csv('./data/dati-regioni/dpc-covid19-ita-regioni.csv')


def region(name: str = False):
    if(name):
        return _regions[_regions.denominazione_regione == name]
    else:

GiuseppeGiacoppo

class BaseActivity: AppCompatActivity() {
    private lateinit var logoutReceiver: BroadcastReceiver
    override fun onCreate(savedInstanceState: Bundle?) {
        super.onCreate(savedInstanceState)
        logoutReceiver = LogoutReceiver()
        registerReceiver(logoutReceiver, IntentFilter("ACTION_LOGOUT"))
    }
    
    override fun onStart() {
        super.onStart()

GiuseppeGiacoppo

interface AnalyticsDelegate {
    fun registerAnalytics(lifecycle: Lifecycle)
}

class AnalyticsDelegateImpl: AnalyticsDelegate, DefaultLifecycleObserver {
    override fun registerAnalytics(lifecycle: Lifecycle) {
        lifecycle.addObserver(this)
    }

    override fun onStart(owner: LifecycleOwner) {

GiuseppeGiacoppo

class MyActivity:
    AppCompatActivity(),
    AnalyticsDelegate by AnalyticsDelegateImpl(),
    LogoutDelegate by LogoutDelegateImpl()
{
    override fun onCreate(savedInstanceState: Bundle?) {
        super.onCreate(savedInstanceState)
        setContentView(R.layout.activity_main)
        
        registerAnalytics(lifecycle)

GiuseppeGiacoppo

interface LogoutDelegate {
    fun registerLogout(activity: AppCompatActivity)
}

class LogoutDelegateImpl: LogoutDelegate, DefaultLifecycleObserver {
    private lateinit var activity: AppCompatActivity

    override fun registerLogout(activity: AppCompatActivity) {
        this.activity = activity
        this.activity.lifecycle.addObserver(this)

GiuseppeGiacoppo

fun client(): OkHttpClient {
    return OkHttpClient.Builder()
        .certificatePinner(
            CertificatePinner.Builder()
                .add("*.github.com", "sha256/azE5Ew0LGsMgkYqiDpYay0olLAS8cxxNGUZ8OJU756k=")
                .build()
        )
        .build()
}