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Ayrat Murtazin

I publish free Python trading notebooks every week. Grab my free starter pack of 3 ready-to-run strategies here → https://shorturl.at/WVdNF

Filtering Market Noise: A Python Guide to Multi-Window SMA Strategies

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

Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python

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11 min read
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

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10 min read
Hybrid ML for Market Regime Detection: HMM + K-Means on SPY, IWM, HYG, LQD, VIX

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

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

Top 36 Moving Average Methods for Stock Prices in Python: Part 1

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10 min read
Forecasting Volatility with ARCH Models: Capturing Clusters in Python

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

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

Hybrid ML Market Regime Detection in Python: SPY, IWM, HYG, LQD and VIX

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10 min read
Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python

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

Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

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8 min read
Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means

Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means

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9 min read
Visualizing Expected Stock Price Movement with Python and Volatility Cones

Visualizing Expected Stock Price Movement with Python and Volatility Cones

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9 min read
How to Use Multiple Moving Averages to Filter Market Noise in Python

How to Use Multiple Moving Averages to Filter Market Noise in Python

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5 min read
I Compared 5 Moving Average Windows on 10 Years of S&P 500 Data

I Compared 5 Moving Average Windows on 10 Years of S&P 500 Data

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5 min read
Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python

Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python

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7 min read
Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python

Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python

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5 min read
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