Python
paperswithbacktest/awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
★ 15.2k
Stars
1.8k forks · 40 open issues
+15/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
47.1
Momentum / 100
see the breakdown below
4y ago
Created
last push 40d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 23.2 | +15/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.72× the monthly pace |
| Freshness | 15 | 11.8 | last push 40d ago; decays to zero at 180 days |
| Scale | 15 | 12.1 | 15.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 47.1 | sum of the above |
Detail
| Topics | algorithmic-tradingalgotradingalphaarbitrage-botawesomeawesome-listbookfinancefuturesfutures-historical-datafutures-marketfuturesmarketspaperquantquantitative-financequantitative-tradingtrading-algorithmstrading-bottrading-strategies |
| Matched on | Finance (algorithmic-trading, finance, quantitative-finance, trading-bot) Learning & Roadmaps (awesome-list) |
| Short window | +107 stars over 7 days = 15.3/day |
| Long window | +554 stars over 26 days = 21.3/day |
| Lifetime average | 8.75 stars/day over 1,734 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |