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TCS.NS — Tata Consultancy ServicesRELIANCE.NS — Reliance IndustriesINFY.NS — InfosysHDFCBANK.NS — HDFC BankICICIBANK.NS — ICICI BankHINDUNILVR.NS — Hindustan UnileverBAJFINANCE.NS — Bajaj FinanceSBIN.NS — State Bank of IndiaMARUTI.NS — Maruti SuzukiHCLTECH.NS — HCL Technologies1import pickle
2from huggingface_hub import hf_hub_download
3from prophet import Prophet
4
5ticker = "TCS.NS"
6safe = ticker.replace(".", "_")
7path = hf_hub_download(repo_id="meghrajjare5273/stock-forecast", filename=f"{safe}.pkl")
8
9with open(path, "rb") as f:
10 model = pickle.load(f)
11
12future = model.make_future_dataframe(periods=30)
13forecast = model.predict(future)
14print(forecast[["ds", "yhat", "yhat_lower", "yhat_upper"]].tail(30))