---
title: "Algorithms"
description: "Trading algorithms and automated execution in Python."
url: "https://pythonparatrading.com/en/tag/algorithms/"
lang: "en"
image: "https://pythonparatrading.com/og/en/tag/algorithms.png"
---

# Algorithms

> Trading algorithms and automated execution in Python.

## Research (6)

- [Seasonality in Python III - Statistics on Trading](https://pythonparatrading.com/en/seasonality-intraday-statistics/) · 2025-04-10 — In this article, we analyze the Sharpe ratio, Value at Risk (VaR), Conditional Value at Risk (CVaR), the System Quality Number (SQN), and other relevant ratios to analyze the backtest.
- [Seasonality in Python II - Backtesting](https://pythonparatrading.com/en/seasonality-intraday-backtesting/) · 2025-04-08 — Discover how to identify intraday seasonal patterns in futures and validate trading strategies through backtesting. Learn to use Python to analyze historical data, optimize parameters, and evaluate the performance of…
- [Seasonality in Python. Searching for Intraday Patterns](https://pythonparatrading.com/en/seasonality-intraday-preprocessing/) · 2025-04-07 — After a long period completely disconnected, we return to writing some notes for you. On this occasion, we are going to program from scratch a complete research process, and instead of going for a specific asset, we…
- [Your first system in Python: moving-average crossover on SPY](https://pythonparatrading.com/en/first-system-moving-average-crossover/) · 2025-01-01 — Moving-average crossover system on SPY in Python: data with yfinance, look-ahead-free signals, drawdown and optimisation. Practice for course level 2.
- [Impact of Seasonal Factor on US Bonds](https://pythonparatrading.com/en/seasonality-usa-yields/) · 2024-10-03 — In this article, we will analyze the impact of the seasonal factor on US Treasury bond yields using Python.
- [Quantitative Models and Algorithmic Execution](https://pythonparatrading.com/en/quantitative-models-algorithmic-execution/) · 2023-06-03 — In this article we will discuss quantitative models in trading. We will explore different quantitative trading models and how they are executed through algorithms.

[Topics](https://pythonparatrading.com/en/paths/#topics)