PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original resource
Machine Learning for Algorithmic Trading, Second Edition - published by Packt observed · 2026-08-28
Health v2 · maintenance only
67/100
- Activity 78
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2483
- days_rel: n/a
- days_push: 133
- n_releases_24m: 0
Adoption not part of the score
1623 stars · 589 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
The official code repository for the Packt book 'Machine Learning for Algorithmic Trading, Second Edition', containing Jupyter notebooks across 23 chapters. It demonstrates applying ML techniques from linear regression to deep reinforcement learning to build, backtest, and evaluate algorithmic trading strategies.
Use cases
- learn machine learning for algorithmic trading
- backtest ML-driven trading strategies
- extract trading signals from financial text like SEC filings
- apply deep reinforcement learning to trading agents
- financial feature engineering examples
- generate synthetic market data with GANs
When to choose
- you want a comprehensive, book-guided curriculum on ML for trading with runnable notebooks
- you need practical examples spanning supervised, unsupervised, and deep learning on financial data
- you want MIT-licensed reference code for quant research
When to avoid
- you need production-ready trading infrastructure rather than educational notebooks
- you want a maintained library or framework with an API
- you need guaranteed up-to-date market data pipelines
Facets
learning-resource · maturity stable
machine-learning data-science trading deep-learning reinforcement-learning nlp machine-learning fintech data-science tutorials python cross-platform algorithmic-trading jupyter-notebooks book-companion backtesting financial-feature-engineering quantitative-finance
1 source
- readme: https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original · fetched 2026-08-28 · 152d9af335f9
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original | main | 67 |
For agents
markdown · JSON · MCP: product_card(name="PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem