secemp9

import math

supply = [50, 60, 50, 50]
demand = [30, 20, 70, 30, 60]

costs = [
    [16, 16, 13, 22, 17],
    [14, 14, 13, 19, 15],
    [19, 19, 20, 23, 50],
    [50, 12, 50, 15, 11]

secemp9

# Run this block to make sure you have the full GPU memory.

# See https://medium.com/@oribarel/getting-the-most-out-of-your-google-colab-2b0585f82403.
# memory footprint support libraries/code
!ln -sf /opt/bin/nvidia-smi /usr/bin/nvidia-smi
!pip install gputil
!pip install psutil
!pip install humanize
import psutil
import humanize

secemp9

#@title <-- Tap this if you play on Mobile { display-mode: "form" }
%%html
<b>Press play on the music player to keep the tab alive, then start code below</b><br/>
<audio src="https://raw.githubusercontent.com/KoboldAI/KoboldAI-Client/main/colab/silence.m4a" controls>

secemp9

import tkinter as tk
from tkinter import simpledialog

class TabBar(tk.Canvas):
    def __init__(self, master):
        super().__init__(master, height=20, bg='grey', xscrollincrement=20)
        self.configure(highlightthickness=0)
        self.tabs_frame = tk.Frame(self, bg='grey')
        self.tabs_window = self.create_window((0, 0), window=self.tabs_frame, anchor="nw")

secemp9

import tkinter as tk
from tkinter import ttk
from tkinter import NE, LEFT, RIGHT

class ScrollableNotebook(ttk.Frame):
    def __init__(self, parent, *args, **kwargs):
        ttk.Frame.__init__(self, parent, *args)
        self.xLocation = 0
        self.notebookContent = ttk.Notebook(self, **kwargs)
        self.notebookContent.pack(fill="both", expand=True)

secemp9

import tkinter as tk
from tkinter import ttk
from tkinter import NE, LEFT, RIGHT

class ScrollableNotebook(ttk.Frame):
    def __init__(self, parent, *args, **kwargs):
        ttk.Frame.__init__(self, parent, *args)
        self.xLocation = 0
        self.notebookContent = ttk.Notebook(self, **kwargs)
        self.notebookContent.pack(fill="both", expand=True)

secemp9

import tkinter as tk
from tkinter import ttk

tab_count = 1

def create_tab():
    global tab_count  # Access the global tab_count variable
    tab = ttk.Frame(notebook)
    notebook.add(tab, text=f"<Untitled> {tab_count}")  # Use tab_count in the tab text
    text_widget = tk.Text(tab)

secemp9

import pandas as pd
import numpy as np
import timeit
import platform

# Printing versions of python, numpy, etc
python_version = platform.python_version()

numpy_version = np.__version__
pandas_version = pd.__version__

secemp9

import sys
import json
import numpy as np

def improved_default(data):
    """
    Improved function to handle numpy data types for JSON serialization.
    Converts numpy integer and float types to their native Python counterparts.
    """
    if isinstance(data, np.integer):

secemp9

import osmnx as ox
location = "Manhattan, New York City, New York, USA"
# Mode can be 'drive', 'bike', 'walk', etc.
G = ox.graph_from_place(location, network_type='drive')
nodes, edges = ox.graph_to_gdfs(G)
print(nodes.head())
print(edges.head())