From 0251e15edccce24b463eff289ec2d63db8086d33 Mon Sep 17 00:00:00 2001 From: sarawone Date: Wed, 21 May 2025 07:58:11 +0100 Subject: [PATCH 1/2] Completed Ex01 and add reflection --- AungYeKyaw/AungYeKyaw__Ex1_Python.ipynb | 495 ++++++++++++++++++++++++ 1 file changed, 495 insertions(+) create mode 100644 AungYeKyaw/AungYeKyaw__Ex1_Python.ipynb diff --git a/AungYeKyaw/AungYeKyaw__Ex1_Python.ipynb b/AungYeKyaw/AungYeKyaw__Ex1_Python.ipynb new file mode 100644 index 0000000..cf34e9f --- /dev/null +++ b/AungYeKyaw/AungYeKyaw__Ex1_Python.ipynb @@ -0,0 +1,495 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "thgO68_HZ0Aa" + }, + "source": [ + "# Introduction" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "PIh3i0c_Z_yP" + }, + "source": [ + "This section introduces the Python Programming uisng Colab. Follow the instructions and complete the exercises." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gCw6SfeFZ78l" + }, + "source": [ + "# Ex 1 : Check Version" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6Vm-27iLabjm" + }, + "source": [ + "Using the below cell, Import the required library and check the version of the python in your environment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PJDYHB4AXVdc", + "outputId": "f0953f11-2ec8-4164-872a-f28ab5d25d1b", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 37 + } + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'3.11.12 (main, Apr 9 2025, 08:55:54) [GCC 11.4.0]'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 1 + } + ], + "source": [ + "import sys\n", + "sys.version\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5qTEiwGlawf5" + }, + "source": [ + "# Ex2 : Convert Currency." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "XH8K1p0ypVCg" + }, + "source": [ + "Write a program that asks the user for the amount in usd and converts it to British pounds. The exchange rate is from usd to BP is given as 0.82" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "x9xQXOnRa0MS", + "outputId": "c6abb660-ee9c-494d-dc61-c24e00c4c8a5" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Enter the amount in USD: 5000\n", + "5000 usd is equivalent to 4100.0 british pound\n" + ] + } + ], + "source": [ + "usd_amount = input (\"Enter the amount in USD: \")\n", + "bp_amount = int(usd_amount) *0.82\n", + "print(\"{} usd is equivalent to {} british pound\".format(usd_amount, bp_amount))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ePfECwUIpli4" + }, + "source": [ + "# Ex 3: Temperature Converter" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Y60hUWDsp3pK" + }, + "source": [ + "Write a program that convert temperature in Feranhite to celsius." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "G9PbO6qPoUfn", + "outputId": "6f82f657-94fa-42b4-9d40-be5058868c06", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Enter the Feranhite35\n", + "35 F is equal to 1.6666666666666667 C\n" + ] + } + ], + "source": [ + "feranhite_value = int (input (\"Enter the Feranhite\"))\n", + "celsius = (feranhite_value-32)*5/9\n", + "print(\"{} F is equal to {} C\".format(feranhite_value,celsius))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "a2kNRO9Vp7Qz" + }, + "source": [ + "# Ex 4: Daily Maths" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "lItKon9qqEUn" + }, + "source": [ + "You are working in a retail shop. Write a program that computes the total cost for a customer that bought 3 differnt types of fruits : apple, orange, mango. Ask the user to enter the quantity and price for each type." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "mIQFjH6wqDma", + "outputId": "608847b4-ca84-4c77-eee1-19c2e6efcd50", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "How many apples do you want?1\n", + "How much is the price for each apple2\n", + "How many orange do you want?1\n", + "How much is the price for each orange2\n", + "How many mango do you want?1\n", + "How much is the price for each mango2\n", + "The total price is 6\n" + ] + } + ], + "source": [ + "apple_amount= int(input(\"How many apples do you want?\"))\n", + "apple_price = int (input(\"How much is the price for each apple\"))\n", + "orange_amount= int(input(\"How many orange do you want?\"))\n", + "orange_price = int (input(\"How much is the price for each orange\"))\n", + "mango_amount= int(input(\"How many mango do you want?\"))\n", + "mango_price = int (input(\"How much is the price for each mango\"))\n", + "\n", + "total = (apple_amount*apple_price) + (orange_amount*orange_price) + (mango_amount*mango_price)\n", + "\n", + "print(\"The total price is {}\".format(total))" + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "QprMbsFKdzYr" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "31fXlmEQqgvW" + }, + "source": [ + "# Ex 5 : Greeting" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "zvnmj8MGrJIw" + }, + "source": [ + "Write a program to greet the customer who provides the user name. Your program should ask the name of the customer and print \"Hello + customer name\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Z6ynxZMarIXh", + "outputId": "94a4b5a0-f72b-426a-d964-ea8f3fea339d", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Please enter your nameaung ye kyaw\n", + "Hello aung ye kyaw\n" + ] + } + ], + "source": [ + "name = input (\"Please enter your name\")\n", + "print (\"Hello \" + name )" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "wdCOX821a-3h" + }, + "source": [ + "# Ex 6: Random Number\n", + "Write a program that generates a random number, x, between 1 and 50, a random number y between 2 and 5, and computes x^y." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PoJsT-Z2a-3h", + "outputId": "2a3c8e7b-2940-4259-8fa3-110352746224", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "The result is 3200000\n" + ] + } + ], + "source": [ + "from random import randint\n", + "x = randint(1,50)\n", + "y = randint(2,5)\n", + "result = x**y\n", + "print('The result is ', result)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "xZVaWyGFa-3h" + }, + "source": [ + "# Ex 7: Greet many times.\n", + "Write a program that generates a random number between 1 and 10 and prints your name that many times." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "NVsKV-SMa-3h", + "outputId": "57000609-eccd-4ced-d3c7-cc05ca8c3b22", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Hi AYK\n", + "Hi AYK\n", + "Hi AYK\n", + "Hi AYK\n", + "Hi AYK\n", + "Hi AYK\n" + ] + } + ], + "source": [ + "from random import randint\n", + "\n", + "times = randint(1,10)\n", + "\n", + "for i in range (times):\n", + " print(\"Hi AYK\")\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "t2yhXGgja-3h" + }, + "source": [ + "# Ex 8: Computing.\n", + "Write a program that asks the user to enter two numbers, x and y, and computes |x-y|/(x+y)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "u9iS5asva-3i", + "outputId": "fb084a74-d896-4d9a-c092-2e5081deaf77", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Enter number 1 :5\n", + "Enter number 2: 3\n", + "The reuslt is 0.6\n" + ] + } + ], + "source": [ + "num1 = int (input(\"Enter number 1 :\"))\n", + "num2 = int (input (\"Enter number 2: \"))\n", + "\n", + "result = abs(x-y)/(x+y)\n", + "\n", + "print (\"The reuslt is \", result)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Rj1MBwvva-3i" + }, + "source": [ + "# Ex 9: Computing\n", + "\n", + "Write a program that asks the user for a number of seconds and prints out how many minutes and seconds that is. For instance, 200 seconds is 3 minutes and 20 seconds." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PAANF0KHa-3i", + "outputId": "046a0853-d41a-419d-a8f8-3589364ad9fd", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Please enter the number in seconds200\n", + "The 200 seconds is 3 minutes : 20 seconds\n" + ] + } + ], + "source": [ + "value = int (input (\"Please enter the number in seconds\"))\n", + "\n", + "minutes = int(value/60)\n", + "seconds = value%60\n", + "\n", + "print(\"The {} seconds is {} minutes : {} seconds\".format(value,minutes,seconds))\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8srVR72-a-3i" + }, + "source": [ + "# Ex 10: Using Math Module\n", + "\n", + "Write a program that asks the user for a number and then prints out the sine, cosine, and tangent of that number." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "I3K07AJfa-3i", + "outputId": "515b4f23-9912-481a-fb9b-c8beac1765af", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Enter a number:45\n", + "The values are sine 0.8509035245341184, cosine 0.5253219888177297 and tangent 1.6197751905438615.\n" + ] + } + ], + "source": [ + "import math\n", + "num = float(input(\"Enter a number:\"))\n", + "sine_value = math.sin(num)\n", + "cosine_value = math.cos(num)\n", + "tangent_value = math.tan(num)\n", + "\n", + "print(\"The values are sine {}, cosine {} and tangent {}.\".format(sine_value,cosine_value,tangent_value))\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.1" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file From 957f2eee4bc8d68d4117d207f2a12f27db6c8efc Mon Sep 17 00:00:00 2001 From: Aung Ye Kyaw Date: Mon, 26 May 2025 23:07:41 +0100 Subject: [PATCH 2/2] Created using Colab --- Ex2_datatypes.ipynb | 435 +++++++++++++++++++++++++------------------- 1 file changed, 245 insertions(+), 190 deletions(-) diff --git a/Ex2_datatypes.ipynb b/Ex2_datatypes.ipynb index f922c26..90530a3 100644 --- a/Ex2_datatypes.ipynb +++ b/Ex2_datatypes.ipynb @@ -1,191 +1,246 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "colab_type": "text", - "id": "view-in-github" - }, - "source": [ - "\"Open" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "X_Unw3z9u2-7" - }, - "source": [ - "Ex 1 : Check the lenght of the string \"My name is python\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 2: Check the number of times \"python\" (regardless of cases: PYTHON, python, Python\" appears in the paragraph : \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "s = \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 3: Combine two lists : ls1 = [\"apple\", \"banana\", \"cherry\"] and ls2 = [\"apple\", \"banana\", \"cherry\", \"apple\", \"cherry\"]. Print the number of elements in new list. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 4: Create a dictionary for the following table: " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "| Name | Age | \n", - "| --- | --- | \n", - "| Myo | 32 |\n", - "| Thida | 64 |" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 5: Combine two sets and print the combined set and its length. \n", - "set1 = {\"Name\", \"age\", \"Height\"}\n", - "set2 = {\"Name\", \"status\", \"Education\"}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 6: Write a program that asks the user to enter a string. The program should create a new string called new_string from the user's string such that the second character is changed to an asterisk and three exclamation points are attached to the end of the string. Finally, print new_string. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 7: Write a program that converts the given string 's' to lowercase, removes all Punctuation marks such as period, hyphen, and commas from 's', and prints the resulting string." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "s = \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 8: L1 and L2 should be identical. Write a program that finds the missing number in L2. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "from random import randint\n", - "L1 = list(range(1,101))\n", - "L2 = L1.copy()\n", - "L2.remove(randint(1,101))\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ex 9: Write a program to copy the ls1 = [\"apple\", \"banana\", \"cherry\"] to a new list. Add the element \"blueberry\" to the new list, but keep the original list the same. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "colab": { - "authorship_tag": "ABX9TyMRiET2AmIIzpj2LeD8ccas", - "include_colab_link": true, - "name": "Ex_2_datatypes.ipynb", - "provenance": [] - }, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.1" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "\"Open" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "X_Unw3z9u2-7" + }, + "source": [ + "Ex 1 : Check the lenght of the string \"My name is python\"" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "gN6khYR8oZV8", + "outputId": "2216a185-1df6-49c2-9e0c-76ebed184d66", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 164 + } + }, + "outputs": [ + { + "output_type": "error", + "ename": "TypeError", + "evalue": "'str' object is not callable", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"My name is python\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: 'str' object is not callable" + ] + } + ], + "source": [ + "name = \"My name is python\"\n", + "print(len(name))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "BuJsT-exoZV9" + }, + "source": [ + "Ex 2: Check the number of times \"python\" (regardless of cases: PYTHON, python, Python\" appears in the paragraph : \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "cLqeovYnoZV9" + }, + "outputs": [], + "source": [ + "s = \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "pk3W0G-uoZV-" + }, + "source": [ + "Ex 3: Combine two lists : ls1 = [\"apple\", \"banana\", \"cherry\"] and ls2 = [\"apple\", \"banana\", \"cherry\", \"apple\", \"cherry\"]. Print the number of elements in new list." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "4xrZ9VyqoZV-" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "qLpJSaFEoZV-" + }, + "source": [ + "Ex 4: Create a dictionary for the following table:" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "owY3swBioZV-" + }, + "source": [ + "| Name | Age |\n", + "| --- | --- |\n", + "| Myo | 32 |\n", + "| Thida | 64 |" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "fthC1Pl6oZV_" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "YUCDXsKHoZV_" + }, + "source": [ + "Ex 5: Combine two sets and print the combined set and its length.\n", + "set1 = {\"Name\", \"age\", \"Height\"}\n", + "set2 = {\"Name\", \"status\", \"Education\"}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "DQchZRKgoZV_" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "RDb9UAqcoZV_" + }, + "source": [ + "Ex 6: Write a program that asks the user to enter a string. The program should create a new string called new_string from the user's string such that the second character is changed to an asterisk and three exclamation points are attached to the end of the string. Finally, print new_string." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "4GnYsdJRoZWA" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "lx1p8tY9oZWA" + }, + "source": [ + "Ex 7: Write a program that converts the given string 's' to lowercase, removes all Punctuation marks such as period, hyphen, and commas from 's', and prints the resulting string." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "TT5haXhnoZWA" + }, + "outputs": [], + "source": [ + "s = \"Floating-point values in Python are always done in double precision; hence, Python float types correspond to doubles in a C-like language.\"\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "MRgjy-f6oZWA" + }, + "source": [ + "Ex 8: L1 and L2 should be identical. Write a program that finds the missing number in L2." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "rKFeS9E8oZWA" + }, + "outputs": [], + "source": [ + "from random import randint\n", + "L1 = list(range(1,101))\n", + "L2 = L1.copy()\n", + "L2.remove(randint(1,101))\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "e7qJ06DRoZWA" + }, + "source": [ + "Ex 9: Write a program to copy the ls1 = [\"apple\", \"banana\", \"cherry\"] to a new list. Add the element \"blueberry\" to the new list, but keep the original list the same." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QEe91Ed7oZWB" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "colab": { + "name": "Ex_2_datatypes.ipynb", + "provenance": [], + "include_colab_link": true + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.1" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file