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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 46 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "\n", + "\n", + "Mit matplotlib können Daten grafisch dargestellt werden.\n", + "\n", + "Zum Beispiel:\n", + "\n", + "- Liniendiagramme\n", + "- Balkendiagramme\n", + "- Punktdiagramme\n", + "- einfache Auswertungen\n", + "\n", + "matplotlib ist besonders hilfreich, wenn Daten nicht nur berechnet, sondern auch sichtbar gemacht werden sollen.\n", + "\n", + "Auch matplotlib muss bei Bedarf installiert werden.\n", + "\n", + "Beispiel:\n", + "\n", + " pip install matplotlib\n", + "\n", + "\n", + "## 14. Wichtige Konzepte im Überblick\n", + "\n", + "### Standardbibliothek\n", + "\n", + "Die Standardbibliothek ist direkt in Python enthalten.\n", + "\n", + "Beispiele:\n", + "\n", + "- os\n", + "- pathlib\n", + "- json\n", + "- csv\n", + "- datetime\n", + "- random\n", + "- math\n", + "- re\n", + "\n", + "\n", + "### Externe Bibliotheken\n", + "\n", + "Externe Bibliotheken müssen zusätzlich installiert werden.\n", + "\n", + "Beispiele:\n", + "\n", + "- requests\n", + "- pandas\n", + "- matplotlib\n", + "\n", + "\n", + "### Import\n", + "\n", + "Mit import werden Bibliotheken eingebunden.\n", + "\n", + "Beispiel:\n" + ], + "id": "866a163292f47048" + }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": "import random", + "id": "7b1b02fa0328a838" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "\n", + "\n", + "Danach können Funktionen aus dieser Bibliothek verwendet werden.\n", + "\n", + "\n", + "### from import\n", + "\n", + "Mit from import kann gezielt ein Teil einer Bibliothek importiert werden.\n", + "\n", + "Beispiel:\n" + ], + "id": "3aeb90a1b507c8c1" + }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": "from datetime import datetime", + "id": "8f9012dff21be2af" + }, + { + "metadata": { + "collapsed": true + }, + "cell_type": "markdown", + "source": [ + "\n", + "Dadurch kann datetime direkt verwendet werden.\n", + "\n", + "\n", + "## Zusammenfassung\n", + "\n", + "- Python bietet viele Bibliotheken für typische Aufgaben\n", + "- os und pathlib helfen beim Arbeiten mit Dateien und Verzeichnissen\n", + "- json und csv werden für Datenformate verwendet\n", + "- datetime verarbeitet Datum und Uhrzeit\n", + "- random erzeugt Zufallszahlen\n", + "- math stellt mathematische Funktionen bereit\n", + "- re verarbeitet reguläre Ausdrücke\n", + "- requests, pandas und matplotlib sind externe Bibliotheken für Web, Datenanalyse und Visualisierung\n", + "\n", + "\n", + "## Verständnisfragen\n", + "\n", + "- Wofür wird os.getcwd() verwendet?\n", + "- Was prüft Path(\"datei.csv\").exists()?\n", + "- Wozu dient json.dumps()?\n", + "- Warum wird beim Lesen einer Datei häufig with verwendet?\n", + "- Was ist der Unterschied zwischen Standardbibliotheken und externen Bibliotheken?" + ], + "id": "2771261011b94e9c" + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/python/datei.csv b/python/datei.csv new file mode 100644 index 0000000..f45ad4a --- /dev/null +++ b/python/datei.csv @@ -0,0 +1,2 @@ +Dies, ist, eine, CSV +Dies, ist, eine, Zeile \ No newline at end of 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"ExecuteTime": { + "end_time": "2026-07-23T07:16:13.594166700Z", + "start_time": "2026-07-23T07:16:13.500158400Z" + } + }, + "cell_type": "code", + "outputs": [], + "execution_count": 17, + "source": "model = loadAndTrain(\"KI-Baum.pdf\")", + "id": "cff84213cc7a22dc" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-07-23T07:16:25.676998200Z", + "start_time": "2026-07-23T07:16:25.615333200Z" + } + }, + "cell_type": "code", + "source": [ + "print(\"Hier ist unser generierter Text:\")\n", + "\n", + "text = model.generate(\n", + " #Man könnte hier ein Wort vorgeben. Gibt man keines vor, wird zufällig eines ausgewählt.\n", + " start_word=\"\"\n", + ")\n", + "\n", + "print(text)" + ], + "id": "39d177f9d1667428", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hier ist unser generierter Text:\n", + "vor kunststoffbächen nur so weit mein schlafsand tropfte dadurch zu boden kein sicherer boden kein sicherer boden kein sicherer boden kein sicherer boden kein bodenständiges land auf dem entsorgung schicksal anheimfallend samt aller kinderkrankheiten bereits mit beiden beinen und ja da erschien am erscheinungstag an jedem baum zu land zu finden\n" + ] + } + ], + "execution_count": 18 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}