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Showing posts from July, 2026

Nifty Wednesday fresh Contract starts -- 1 prcent growth to returns in options

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  After few hours -- at same price -- 

XGBoost LightGBM cpu based stock market prediction option chain prediction -- better than AI models

  Should you still use XGBoost if you buy 4060 Ti 16GB? Yes, 100% yes. For option chain prediction, XGBoost/LightGBM beats GPU models for speed and accuracy. Use your new 4060 Ti ONLY for video AI, not for option chain. Run option chain on CPU - saves GPU for video.

Nifty Future vs Options Profit Difference

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  Actula required - 23988 X 65 = 1559220/- Margin Required to buy - 176000/-  (176000/1559220)*100 = 11.3% If Nifty Grows 1% we get 1% of Actual required - 15592/- % profit on Margin Investment - (15592/176000)*100 = 9% Options - On Wednesday Weekly Contract Start - on 0.9% fall from 24188 NIfty weekly vs Monthly and quartelly and yearly on thursday july last week expiry taken on 23rd july--  Weekly moves fast and others move slow

Nifty Wednesday aftrr expiry day Fresh COntract -- 1% groth gives 100% returns at 1% away strike

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