Develop

.gitignore

@@ -23,6 +23,7 @@ wheels/
 pip-wheel-metadata/
 share/python-wheels/
 *.egg-info/
+2750/
 .installed.cfg
 *.egg
 MANIFEST
@@ -130,11 +131,16 @@ dmypy.json
 .DS_Store
 opdrachten/practica/week07/image_recognition/notebook/datasets/
 .gitignore
-notebooks/
 solutions/
 opdrachten/practica/week07/image_recognition/notebook/numpy_opdracht2_solutions.ipynb
 .vscode/launch.json
 opdrachten/practica/week07/image_recognition/notebook/pics/2750/
 opdrachten/practica/week07/beeldherkenning/notebook/~/tensorflow_datasets
 opdrachten/practica/week07/beeldherkenning/notebook/csv/mnist_train.csv
 opdrachten/practica/week08/sql/Chinook.db
+projects/apple_disease_classification/notebooks/datasets/flower_photos
+projects/apple_disease_classification/augmented_data
+projects/apple_disease_classification/notebooks/chatterbot/chats.txt
+projects/apple_disease_classification/notebooks/chatterbot/chatterbot_my_file.py
+projects/apple_disease_classification/notebooks/chatterbot/chatterbot.ipynb
+projects/apple_disease_classification/aql_data

install/pip/requirements.txt

@@ -22,4 +22,8 @@ tensorflow_addons
 tensorflow_datasets 
 tensorflow-estimator 
 tensorflow_hub
-widgetsnbextension
+widgetsnbextension
+bert-extractive-summarizer
+sentence-transformers
+spacy
+transformers

lessen/week07/Les basis statistiek - monte-carlo/les/zwart-rood-sim-uitwerking.ipynb

@@ -0,0 +1,216 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3f430533-2ac6-4557-a6ff-c7f96b3530da",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# Simulatie casino kansspel"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d9ee1a06-6308-4d02-973b-05337c7035c5",
+   "metadata": {},
+   "source": [
+    "![roulette](roulette-red.jpg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "48902cf8-23e7-4396-a74b-ce74a7bba3a7",
+   "metadata": {},
+   "source": [
+    "## Spelregels"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "44744256-08d4-4768-9306-a9fabe138687",
+   "metadata": {},
+   "source": [
+    "1. Speler kan inzetten op **zwart** of **rood**\n",
+    "2. Inzet is **\\\\$10**\n",
+    "3. Kleur juist geraden is verdubbeling van de inzet dus **\\\\$20**\n",
+    "4. Spel stopt als geld op is"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5c0f86a5-921e-4051-8e83-678337ec8bf3",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Probleem doorgronden (analyse)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "71d71a50-2199-49bd-a3a0-27a6428ffc29",
+   "metadata": {},
+   "source": [
+    "Doel: bepalen hoeveel ronden te spelen met **$40**\n",
+    "\n",
+    "1. Hoe bepalen we of het rood of zwart wordt?\n",
+    "2. Hoe bepalen we wat de speler kiest?\n",
+    "3. Hoe bepalen we wat we moeten uitkeren?\n",
+    "4. Hoe houden we het geld van de speler bij?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "033e2436-801f-41e0-b696-320391f3a920",
+   "metadata": {},
+   "source": [
+    "## Aanpak in grote lijnen (schetsen)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cf7a4597-0f93-4d77-b014-f1aceda7b826",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Situation 1: how many rounds can player play with $40?\n",
+    "\n",
+    "# Player starts with $40\n",
+    "\n",
+    "# While playerBank > 0:\n",
+    "    # 1. Place bet: choose color and subtract $10\n",
+    "    # 2. Casino rolls dice to determine color outcome\n",
+    "    # 3. Check if win or lose\n",
+    "    # 4. Update bank\n",
+    "    # 5. Update round counter\n",
+    "\n",
+    "# Print #rounds"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8d6169e5-ef62-420b-80bf-b80f82e0d487",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Bepalen rood/zwart (implementatie)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ad70b343-461c-464e-9566-80ffc88eaf34",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Only import random() function from random lib\n",
+    "from random import random\n",
+    "\n",
+    "# Define labels for clarity\n",
+    "Red = 0\n",
+    "Black = 1\n",
+    "\n",
+    "def draw():\n",
+    "    # Random() returns a uniform random number between 0 and 1\n",
+    "    if random() < 0.5:\n",
+    "        return Red\n",
+    "    else:\n",
+    "        return Black"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9fcca076-634a-4040-9a50-edd5c082b3b1",
+   "metadata": {},
+   "source": [
+    "## Uitwerken comments (implementatie)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "16216de5-600e-41ff-a199-7ab239a30e02",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "20\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Player starts with $40\n",
+    "playerBank = 40\n",
+    "\n",
+    "# Rounds counter\n",
+    "rounds = 0\n",
+    "\n",
+    "while playerBank > 0:\n",
+    "    # 1. Place bet: choose color and subtract $10\n",
+    "    bet = draw()\n",
+    "    playerBank -= 10\n",
+    "    # 2. Casino rolls dice to determine color outcome\n",
+    "    color = draw()\n",
+    "    # 3. Check if win or lose\n",
+    "    if bet == color:\n",
+    "        # 4. Update bank\n",
+    "        playerBank += 20\n",
+    "    # 5. Update round counter\n",
+    "    rounds += 1\n",
+    "\n",
+    "print(rounds)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "11e78622-ffd5-4f0b-82b2-03260eab1b44",
+   "metadata": {},
+   "source": [
+    "## Uitbreiding: hoe hoog is het bedrag maximaal?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1473a81e-5dc4-4e18-9d85-496ae14709ed",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# bankMax = 0\n",
+    "\n",
+    "    # if bankMax < playerBank:\n",
+    "    #     bankMax = playerBank\n",
+    "\n",
+    "# print(bankMax)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.10.6"
+  },
+  "toc-showcode": false,
+  "toc-showmarkdowntxt": false
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}