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Filtering Market Noise: A Python Guide to Multi-Window SMA Strategies
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 13
Filtering Market Noise: A Python Guide to Multi-Window SMA Strategies
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10 min read
Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 13
Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python
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11 min read
Forecasting Volatility with ARCH Models: Capturing Clusters in Python
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 11
Forecasting Volatility with ARCH Models: Capturing Clusters in Python
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10 min read
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 11
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
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10 min read
Hybrid ML Market Regime Detection in Python: SPY, IWM, HYG, LQD and VIX
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 11
Hybrid ML Market Regime Detection in Python: SPY, IWM, HYG, LQD and VIX
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10 min read
Visualizing Expected Stock Price Movement with Python and Volatility Cones
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 9
Visualizing Expected Stock Price Movement with Python and Volatility Cones
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9 min read
Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python
Ayrat Murtazin
Ayrat Murtazin
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Apr 8
Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python
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7 min read
Hybrid ML for Market Regime Detection: HMM + K-Means on SPY, IWM, HYG, LQD, VIX
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 12
Hybrid ML for Market Regime Detection: HMM + K-Means on SPY, IWM, HYG, LQD, VIX
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10 min read
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
Ayrat Murtazin
Ayrat Murtazin
Ayrat Murtazin
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Apr 12
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
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10 min read
Top 36 Moving Average Methods for Stock Prices in Python: Part 1
Ayrat Murtazin
Ayrat Murtazin
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Apr 12
Top 36 Moving Average Methods for Stock Prices in Python: Part 1
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10 min read
Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python
Ayrat Murtazin
Ayrat Murtazin
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Apr 10
Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python
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10 min read
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python
Ayrat Murtazin
Ayrat Murtazin
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Apr 10
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python
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8 min read
Backtrader vs VnPy vs Qlib: A Deep Comparison of Python Quant Backtesting Frameworks (2026)
linou518
linou518
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Apr 1
Backtrader vs VnPy vs Qlib: A Deep Comparison of Python Quant Backtesting Frameworks (2026)
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4 min read
Multi-Factor Strategies Aren't Exclusive to Big Firms: A Research Framework for Independent Quants
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Apr 1
Multi-Factor Strategies Aren't Exclusive to Big Firms: A Research Framework for Independent Quants
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12 min read
Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means
Ayrat Murtazin
Ayrat Murtazin
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Apr 10
Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means
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9 min read
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