a

app.py

@@ -1,19 +1,3 @@
-# -*- coding: utf-8 -*-
-"""Kopie von HW1 (more instructed).ipynb
-
-Automatically generated by Colab.
-
-Original file is located at
-    https://colab.research.google.com/drive/1vFJ6AROcCYNkZRIxpyHs9T1sf-bdB_jW
-"""
-
-"""## Pre-requisite code
-
-The code within this section will be used in the tasks. Please do not change these code lines.
-
-### SciQ loading and counting
-"""
-
 from dataclasses import dataclass
 import pickle
 import os
@@ -26,12 +10,8 @@ import nltk
 nltk.download("stopwords", quiet=True)
 from nltk.corpus import stopwords as nltk_stopwords
 from nlp4web_codebase.ir.data_loaders.sciq import load_sciq
-
-
 import gradio as gr
 from typing import TypedDict
-
-
 from __future__ import annotations
 from dataclasses import asdict, dataclass
 import math
@@ -39,21 +19,30 @@ import os
 from typing import Iterable, List, Optional, Type
 import tqdm
 from nlp4web_codebase.ir.data_loaders.dm import Document
-
 from nlp4web_codebase.ir.models import BaseRetriever
 from typing import Type
 from abc import abstractmethod
-
-
 from nlp4web_codebase.ir.data_loaders import Split
 import pytrec_eval
 import numpy as np
+from matplotlib import pyplot as plt
+from scipy.sparse._csc import csc_matrix
 
+# -*- coding: utf-8 -*-
+"""Kopie von HW1 (more instructed).ipynb
 
-from matplotlib import pyplot as plt
+Automatically generated by Colab.
 
-from scipy.sparse._csc import csc_matrix
+Original file is located at
+    https://colab.research.google.com/drive/1vFJ6AROcCYNkZRIxpyHs9T1sf-bdB_jW
+"""
+
+"""## Pre-requisite code
 
+The code within this section will be used in the tasks. Please do not change these code lines.
+
+### SciQ loading and counting
+"""
 
 
 LANGUAGE = "english"