zipline

Stop Cloning Trading Repos. You Need 3. There are 51 trading repositories on GitHub with more than 5,000 stars. Every video tells you to try all of them. You need three — sorted by what they actually do, not by how many stars they have. THE THREE · READ THE MARKET — TauricResearch/TradingAgents (112,063 ★) — a panel of language models that argues about a ticker, then hands you a verdict. Pushed 3 days ago. · CONNECT TO AN EXCHANGE — ccxt/ccxt (44,465 ★) — one interface, a hundred exchanges. Everything else is built on top of it. Pushed today. · EXECUTE AND HOLD — freqtrade/freqtrade (55,625 ★) — backtests before it trades, and keeps a log of every fill. Pushed today. If freqtrade is too slow for you: nautechsystems/nautilus_trader (30,340 ★, Rust core). THE PART NOBODY SAYS Backtrader: 23,520 stars, last push 791 days ago. Zipline: 20,151 stars, last push 979 days ago. Both still appear on every "top 10 trading repos" list — because lists sort by stars, and stars are history, not maintenance. ━━━━━━━━━━━━━━━━━━━━ CHAPTERS 0:00 51 repos, 3 jobs 0:14 The pile, ranked by stars 0:34 #1 Read the market — TradingAgents 1:02 #2 Connect to an exchange — ccxt 1:28 #3 Execute and hold — freqtrade (+ Nautilus) 1:54 The two that are dead but still recommended 2:20 The whole stack ━━━━━━━━━━━━━━━━━━━━ METHOD · Source: GitHub REST API, snapshot 19 October 2026 · Filter: "trading", 5,000+ stars, not archived → 51 repositories · "Days since push" = snapshot date − last push date · Stars are cumulative and include forks-adjacent attention; they are not a quality score Links: TauricResearch/TradingAgents ccxt/ccxt freqtrade/freqtrade nautechsystems/nautilus_trader mementum/backtrader quantopian/zipline #GitHub #Trading #OpenSource #Quant

You Don't Need 10 Trading Repos. You Need 3. There are 51 trading repositories on GitHub with more than 5,000 stars. Every video tells you to try all of them. You need three — sorted by what they actually do, not by how many stars they have. THE THREE · READ THE MARKET — TauricResearch/TradingAgents (112,063 ★) — a panel of language models that argues about a ticker, then hands you a verdict. Pushed 3 days ago. · CONNECT TO AN EXCHANGE — ccxt/ccxt (44,465 ★) — one interface, a hundred exchanges. Everything else is built on top of it. Pushed today. · EXECUTE AND HOLD — freqtrade/freqtrade (55,625 ★) — backtests before it trades, and keeps a log of every fill. Pushed today. If freqtrade is too slow for you: nautechsystems/nautilus_trader (30,340 ★, Rust core). THE PART NOBODY SAYS Backtrader: 23,520 stars, last push 791 days ago. Zipline: 20,151 stars, last push 979 days ago. Both still appear on every "top 10 trading repos" list — because lists sort by stars, and stars are history, not maintenance. ━━━━━━━━━━━━━━━━━━━━ CHAPTERS 0:00 51 repos, 3 jobs 0:14 The pile, ranked by stars 0:34 #1 Read the market — TradingAgents 1:02 #2 Connect to an exchange — ccxt 1:28 #3 Execute and hold — freqtrade (+ Nautilus) 1:54 The two that are dead but still recommended 2:20 The whole stack ━━━━━━━━━━━━━━━━━━━━ METHOD · Source: GitHub REST API, snapshot 19 October 2026 · Filter: "trading", 5,000+ stars, not archived → 51 repositories · "Days since push" = snapshot date − last push date · Stars are cumulative and include forks-adjacent attention; they are not a quality score Links: TauricResearch/TradingAgents ccxt/ccxt freqtrade/freqtrade nautechsystems/nautilus_trader mementum/backtrader quantopian/zipline #GitHub #Trading #OpenSource #Quant