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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

Joined Joined on  Personal website https://algoedgeinsights.beehiiv.com/subscribe
Backtesting a Mean Reversion Strategy in Python with Lumibot
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Backtesting a Mean Reversion Strategy in Python with Lumibot

#python #quant #trading #finance
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9 min read
Building a Statistical Arbitrage Strategy from Scratch in Python
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Building a Statistical Arbitrage Strategy from Scratch in Python

#python #quant #trading #finance
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11 min read
Fractal Adaptive Moving Average (FRAMA) for Stock Prices in Python
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Fractal Adaptive Moving Average (FRAMA) for Stock Prices in Python

#python #quant #trading #finance
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10 min read
Top 36 Moving Average Methods for Stock Prices in Python: Part 1
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Top 36 Moving Average Methods for Stock Prices in Python: Part 1

#python #quant #trading #finance
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9 min read
Forecasting Volatility with ARCH Models: Capturing Clusters in Python
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Forecasting Volatility with ARCH Models: Capturing Clusters in Python

#python #quant #trading #finance
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10 min read
Top Moving Average Methods for Stock Prices in Python: Part 3
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Top Moving Average Methods for Stock Prices in Python: Part 3

#python #quant #trading #finance
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10 min read
Top 36 Moving Averages in Python: Jurik, McGinley, Ichimoku and More
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Top 36 Moving Averages in Python: Jurik, McGinley, Ichimoku and More

#python #quant #trading #finance
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10 min read
Predicting Market Crashes With Topological Data Analysis in Python
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Predicting Market Crashes With Topological Data Analysis in Python

#python #quant #trading #finance
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10 min read
Does the Stock Market Still Overreact? A Python Contrarian Strategy
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Does the Stock Market Still Overreact? A Python Contrarian Strategy

#python #quant #trading #finance
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10 min read
Algorithmically Identifying Stock Price Support and Resistance in Python
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Algorithmically Identifying Stock Price Support and Resistance in Python

#python #quant #trading #finance
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10 min read
Dynamic Risk Management Using Rolling Stock Price Metrics in Python
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Dynamic Risk Management Using Rolling Stock Price Metrics in Python

#python #quant #trading #finance
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9 min read
Dynamic Risk Management in Python: 8 Rolling Performance Metrics
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Dynamic Risk Management in Python: 8 Rolling Performance Metrics

#python #quant #trading #finance
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11 min read
Modelling Extreme Stock Market Events With Copulas in Python
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Modelling Extreme Stock Market Events With Copulas in Python

#python #quant #trading #finance
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9 min read
Riding Stock Price Waves with Wavelet Transform Signals in Python
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Riding Stock Price Waves with Wavelet Transform Signals in Python

#python #quant #trading #finance
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10 min read
Polymarket Quant Strategies: 6 Python Formulas for Prediction Market Edge
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Polymarket Quant Strategies: 6 Python Formulas for Prediction Market Edge

#python #quant #trading #finance
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11 min read
Polymarket Edge: Implementing the LMSR Pricing Engine in Python
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Polymarket Edge: Implementing the LMSR Pricing Engine in Python

#python #quant #trading #finance
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10 min read
Black-Scholes on Polymarket: Finding Mispriced Binary Events with Python
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Black-Scholes on Polymarket: Finding Mispriced Binary Events with Python

#python #quant #trading #finance
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10 min read
Risk Parity Portfolio Construction in Python: The $150B Hedge Fund Method
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Risk Parity Portfolio Construction in Python: The $150B Hedge Fund Method

#python #quant #trading #finance
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9 min read
Plotting Smarter Stock Entries and Exits with K-Reversal in Python
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Plotting Smarter Stock Entries and Exits with K-Reversal in Python

#python #quant #trading #finance
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10 min read
Charting Market Rhythms: The Rolling Hurst Exponent in Python
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Charting Market Rhythms: The Rolling Hurst Exponent in Python

#python #quant #trading #finance
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9 min read
Monte Carlo Stock Price Simulation with Historical and Implied Volatility in Python
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Monte Carlo Stock Price Simulation with Historical and Implied Volatility in Python

#python #quant #trading #finance
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10 min read
Visualizing Expected Stock Price Movement with Python and Volatility Multipliers
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Visualizing Expected Stock Price Movement with Python and Volatility Multipliers

#python #quant #trading #finance
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10 min read
Analyzing Rolling Z-Scores in Stock Trading with Python
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Analyzing Rolling Z-Scores in Stock Trading with Python

#python #quant #trading #finance
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10 min read
Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis in Python
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Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis in Python

#python #quant #trading #finance
1
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10 min read
Laplace Trend Strength Strategy: Backtesting and Out-of-Sample Tests in Python
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Laplace Trend Strength Strategy: Backtesting and Out-of-Sample Tests in Python

#python #quant #trading #finance
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10 min read
Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python
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Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python

#python #quant #trading #finance
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10 min read
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python
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Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

#python #quant #trading #finance
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10 min read
Hybrid ML for Market Regime Detection: HMM, K-Means, PCA in Python
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Hybrid ML for Market Regime Detection: HMM, K-Means, PCA in Python

#python #quant #trading #finance
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11 min read
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
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Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks

#python #quant #trading #finance
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10 min read
Python SMA Backtesting and Parameter Tuning for PLTR Long-Term Investing
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Python SMA Backtesting and Parameter Tuning for PLTR Long-Term Investing

#python #quant #trading #finance
1
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10 min read
Stock Recommendation System Using Anthropic MCP and Python
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Stock Recommendation System Using Anthropic MCP and Python

#python #quant #trading #finance
1
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10 min read
Filtering Market Noise: A Python Guide to Multi-Window SMA Strategies
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Filtering Market Noise: A Python Guide to Multi-Window SMA Strategies

#python #quant #trading #finance
1
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10 min read
Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python
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Volatility Clustering with Merton-Hawkes Jump-Diffusion Simulations in Python

#python #quant #trading #finance
1
Comments
11 min read
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python
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Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

#python #quant #trading #finance
1
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10 min read
Hybrid ML for Market Regime Detection: HMM + K-Means on SPY, IWM, HYG, LQD, VIX
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Hybrid ML for Market Regime Detection: HMM + K-Means on SPY, IWM, HYG, LQD, VIX

#python #quant #trading #finance
1
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10 min read
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
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Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks

#python #quant #trading #finance
1
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10 min read
Top 36 Moving Average Methods for Stock Prices in Python: Part 1
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Top 36 Moving Average Methods for Stock Prices in Python: Part 1

#python #quant #trading #finance
1
Comments
10 min read
Forecasting Volatility with ARCH Models: Capturing Clusters in Python
ayratmurtazin profile

Forecasting Volatility with ARCH Models: Capturing Clusters in Python

#python #quant #trading #finance
Comments
10 min read
Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks
ayratmurtazin profile

Adaptive Local Linear Regression for Short-Term Trend Following in Growth Stocks

#python #quant #trading #finance
Comments
10 min read
Hybrid ML Market Regime Detection in Python: SPY, IWM, HYG, LQD and VIX
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Hybrid ML Market Regime Detection in Python: SPY, IWM, HYG, LQD and VIX

#python #quant #trading #finance
Comments
10 min read
Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python
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Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python

#python #quant #trading #finance
1
Comments
10 min read
Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python
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Intraday Volatility Jump Mean-Reversion Trading Strategy for BTC-USD in Python

#python #quant #trading #finance
1
Comments
8 min read
Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means
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Hybrid Machine Learning for Market Regime Detection in Python: HMM + K-Means

#python #quant #trading #finance
1
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9 min read
Visualizing Expected Stock Price Movement with Python and Volatility Cones
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Visualizing Expected Stock Price Movement with Python and Volatility Cones

#python #quant #trading #finance
1
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9 min read
How to Use Multiple Moving Averages to Filter Market Noise in Python
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How to Use Multiple Moving Averages to Filter Market Noise in Python

#python #quant #trading #finance
1
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5 min read
I Compared 5 Moving Average Windows on 10 Years of S&P 500 Data
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I Compared 5 Moving Average Windows on 10 Years of S&P 500 Data

#python #quant #trading #finance
1
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5 min read
Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python
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Simulating Volatility Clustering with Hawkes-Enhanced Jump Diffusion in Python

#python #quant #trading #finance
1
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7 min read
Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python
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Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python

#python #finance #datascience #algotrading
2
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5 min read
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