Search
GuruFinance Insights
Sign Up
Login
Upgrade
Home
Archive
Recommendations
Authors
Tags
Oliver Buchannon
Ayrat Murtazin

DS & Finance Explorer,

Volatility Clustering Trading Strategies with Python

Volatility Clustering Trading Strategies with Python

Oct 19, 2025

•

12 min read

Hands On Time Series Analysis with Bayesloop

Hands On Time Series Analysis with Bayesloop

Oct 19, 2025

•

10 min read

I Optimized a Trading Strategy Using Sharpe Ratio and Bayesian Optimization

I Optimized a Trading Strategy Using Sharpe Ratio and Bayesian Optimization

Here’s What I Found

Oct 18, 2025

•

14 min read

How I Optimized a Bitcoin Rate of Change Trading Strategy Using Bayesian Optimization

How I Optimized a Bitcoin Rate of Change Trading Strategy Using Bayesian Optimization

Can AI Beat Buy & Hold on Bitcoin? I Tried It, and Here’s What I Found

Oct 18, 2025

•

14 min read

Modeling Strategic Levers with DoWhy and Python

Modeling Strategic Levers with DoWhy and Python

What causal inference can teach us about decision-making in sustainability-driven markets.

Oct 17, 2025

•

18 min read

The Four Moving Averages Every Beginner Trader Should Understand

The Four Moving Averages Every Beginner Trader Should Understand

How simple smoothing techniques can reveal hidden structure in price movements and help traders see beyond daily noise.

Oct 16, 2025

•

11 min read

Bollinger Band %B: The Secret Weapon Every Trader Needs to Know...

Bollinger Band %B: The Secret Weapon Every Trader Needs to Know...

Oct 16, 2025

•

11 min read

Simple & Effective Trading Strategies in Python

Simple & Effective Trading Strategies in Python

And when to use which.

Oct 15, 2025

•

12 min read

Simulated Annealing in Stock Trading

Simulated Annealing in Stock Trading

The Mathematics Behind Optimal Trading Strategy Parameter Selection

Oct 15, 2025

•

12 min read

Finding Big Money Options

Finding Big Money Options

Score option chains using open interest, OI/volume, and strike distance to highlight active contracts in Python.

Oct 15, 2025

•

20 min read

Building an Adaptive Simple Moving Average Trading Strategy with Simulated Annealing

Building an Adaptive Simple Moving Average Trading Strategy with Simulated Annealing

From Static to Adaptive: Improving Moving Average Strategies

Oct 14, 2025

•

20 min read

How I Used KAMA and Simulated Annealing to Optimize a Stock Trading Strategy

How I Used KAMA and Simulated Annealing to Optimize a Stock Trading Strategy

Discover the surprising power of adaptive moving averages and Python to find better trades than traditional indicators

Oct 13, 2025

•

19 min read

The SMC Edge with EODHD — Why Swings Win Over FVG

The SMC Edge with EODHD — Why Swings Win Over FVG

Backtesting Smart Money Concepts (SMC) Algo-Trading Strategies with EODHD Data for AAPL.US 2025

Oct 13, 2025

•

16 min read

Momentum Asset Rotation Strategy

Momentum Asset Rotation Strategy

Select and Rotate Assets Weekly using a Momentum-Driven Ranking System with Cash Allocation

Oct 12, 2025

•

16 min read

Can Supervised ML Classifiers Improve ROI of Pairs Trading Strategy?

Can Supervised ML Classifiers Improve ROI of Pairs Trading Strategy?

Delve into ML-Powered Cointegrated Statistical Arbitrage with Z-Score, Backtesting, Sharpe Ratio and Max Drawdown KPIs in Python

Oct 11, 2025

•

15 min read

Future Prices with NIG Distributions

Future Prices with NIG Distributions

Forward Daily, Weekly and Monthly Return Density Estimation Using Fat-Tailed Models with Skew and Kurtosis Adjustments

Oct 10, 2025

•

17 min read

Extracting Market Crash Probabilities

Extracting Market Crash Probabilities

Estimate risk-neutral crash odds using OTM options, spline smoothing, and Breeden-Litzenberger in Python.

Oct 9, 2025

•

20 min read

Detecting Market Manipulation

Detecting Market Manipulation

Flag unstable and clean market zones by combining adaptive volatility, spectral, and prediction error signals

Oct 8, 2025

•

22 min read

Self-Tuning Trading Signals with K-Means and SuperTrend

Self-Tuning Trading Signals with K-Means and SuperTrend

Self-Calibrated Buy and Sell Signals with K-Means Clustering and Optimal Volatility Settings Over Time

Oct 7, 2025

•

21 min read

Appetite for Risk: Building an Intelligent Market Regime Detection System

Appetite for Risk: Building an Intelligent Market Regime Detection System

Unleashing AI to Decode Market Moods and Seize Opportunities

Oct 6, 2025

•

16 min read

RSI Trading Strategy Framework: A Comprehensive Backtesting Implementation with Bias Prevention

RSI Trading Strategy Framework: A Comprehensive Backtesting Implementation with Bias Prevention

From a 5,394% “Profit” to a Genuinely Robust ML System

Oct 5, 2025

•

16 min read

Measuring Market Breadth and Momentum

Measuring Market Breadth and Momentum

Detect S&P 500 breadth divergences, advances/declines, momentum returns percentiles in Python.

Oct 4, 2025

•

23 min read

Regime-Based Tactical Allocation: A Volatility-Adaptive Trading Strategy

Regime-Based Tactical Allocation: A Volatility-Adaptive Trading Strategy

Oct 3, 2025

•

25 min read

Classify Future Price Moves via Self-Supervised Pattern Recalls

Classify Future Price Moves via Self-Supervised Pattern Recalls

Oct 2, 2025

•

19 min read

Ultimate Portfolio Diversification using PCA Factor Models

Ultimate Portfolio Diversification using PCA Factor Models

Unraveling Asset Returns, Bucketing and Risk Management using Python

Sep 30, 2025

•

13 min read

Load more

GuruFinance Insights

SUBSCRIBE TO OUR NEWSLETTER

Your ultimate resource for mastering trading strategies, coding techniques, and market insights.

HOME

ARCHIVE

RECOMMENDATIONS

AUTHORS

TAGS

© 2025 GuruFinance Insights.

Privacy policy

Terms of use

Powered by beehiiv