Embedded Files
Quantitative Analysis
Some basic python strategies
Some basic python strategies
A complete guide for Algo-trading using ML/AI
A complete guide for Algo-trading using ML/AI
Data Preparation
Data Preparation
-Data cleaning
-Avoid 7 sins of data preparation in quantitative analysis
Feature Engineering
Feature Engineering
ML/AI- modeling/Strategy building
ML/AI- modeling/Strategy building
-OLS Regression vs Quantile Regression
Backtesting
Backtesting
Ensemble ML models
Ensemble ML models
Forward testing
Forward testing
Some quick scan links
End of month scan:
-monthly_top_10(nifty200)
-monthly_top_30(nifty200)
End of week scan:
-weekly_top10(nifty200)
-weekly_top_30(nifty200)
-weekly_top10(nifty50)
-weekly_bottom10(nifty50)
Daily scan:
-top_10(nifty200)
-top_10(nifty50)
-multi_MA_scan
Intraday scan:
-open-high
-open-low
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