MuslemRahimi

date,open,low,high,close,volume
2024-12-31 09:30:00,516.9,514.8,517.66,515.56,1509749
2024-12-31 09:45:00,515.54,515.21,516.8,516.34,1258198
2024-12-31 10:00:00,516.21,513.99,516.94,515.18,877796
2024-12-31 10:15:00,515.17,514.79,517.2,515.92,1077080
2024-12-31 10:30:00,515.95,514.97,516.59,515.04,843708
2024-12-31 10:45:00,515.15,514.74,515.79,515.11,352799
2024-12-31 11:00:00,515.08,513.52,515.16,514.21,750204
2024-12-31 11:15:00,514.2,512.94,514.26,513.16,1189963
2024-12-31 11:30:00,513.14,512.86,514.02,513.85,621697

MuslemRahimi

import os
from datetime import datetime, timedelta
import orjson
from typing import List, Tuple, Optional

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import yfinance as yf

MuslemRahimi

import yfinance as yf
import pandas as pd
from datetime import datetime, timedelta
#from sklearn.ensemble import RandomForestClassifier
from sklearn.ensemble import AdaBoostClassifier, RandomForestClassifier

from xgboost import XGBClassifier
from sklearn.metrics import precision_score, recall_score, f1_score, roc_auc_score, accuracy_score
from ta.utils import *
from ta.volatility import *