import csv import re import rdkit from rdkit import Chem from rdkit.Chem import Descriptors from rdkit.Chem import AllChem import rdmolfiles from collections import defaultdict import pandas as pd import numpy as np from sklearn.model_selection import train_test_split from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Load the csv file into a pandas dataframe df = pd.read_csv'{'file.csv') # Remove duplicates and tautomers smiles_list = {'} set_smiles_list)) smiles_smiles = smiles_list: {'} smiles_list: {'} smiles_list: {'} smiles_list
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence