Quants Quest

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Signed Dual Attention Explained

January 6, 2026

Discover Signed Dual Attention: an approach to model both positive and negative relationships in deep learning
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Signed Dual Attention Explained

Estimating Pi (π) with Monte Carlo Simulation in Python

January 3, 2026

Learn how to estimate the value of π using Monte Carlo simulation in Python. A step-by-step guide with math, code, and visualization.
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Estimating Pi (π) with Monte Carlo Simulation in Python

Is a Random Walk with Drift a Martingale ?

November 12, 2025

Learn how the risk-neutral measure mathematically transforms a random walk with drift into a martingale by removing its drift, with clear step-by-step explanations.
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Is a Random Walk with Drift a Martingale ?

The SDF Explained: Why Factor Models Actually Work

September 27, 2025

Learn why factor models work in finance. Beneath their growing complexity in the number of factors lies a deeper unifying idea: factor models are, at their core, a way to approximate the Stochastic Discount Factor (SDF).
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The SDF Explained: Why Factor Models Actually Work

Merger Arbitrage Explained

September 21, 2025

Learn how to analyze merger arbitrage opportunities using the Warner Bros Discovery and Paramount deal rumors. Break down market-implied probabilities, downside risk, and expected value like a quant.
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Merger Arbitrage Explained

Anaconda to Create a Clean Python Environment

September 20, 2025

Learn how to use Anaconda for your Python setup, allowing you to run .py files and jupiter notebooks.
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Anaconda to Create a Clean Python Environment
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