live
Unverified ML strategy on Multi by ml4t. BotFinder score 18 out of 100.
Live trading runtime for ML4T strategies with broker integrations, risk checks, and shadow mode.
Source: github
BotFinder analysis pending.
live
ml4t-live Live trading runtime for ML4T strategies with broker integrations, risk checks, and shadow mode. Use ml4t-live after a strategy has passed research and backtesting. It runs strategies that follow lifecycle version 1 against Interactive Brokers or Alpaca, applies SafeBroker limits, and supports a staged path from shadow mode to paper trading and live execution. Installation ml4t-live supports Python 3.12, 3.13, and 3.14 on Linux, macOS, and Windows. The default installation includes the Interactive Brokers, Alpaca, CCXT, and OKX adapters. Install the experimental extra only when evaluating the DataBento feed: Broker execution requires an account, a configured paper or live environment, and market-data permissions. The credential-free quick start below verifies the installed public API and shadow portfolio behavior without contacting a broker or placing an order. Quick start Expected output: Continue with the shadow-mode tutorial before connecting a provider. Supported boundary - LiveEngine, SafeBroker, Interactive Brokers and Alpaca execution adapters, the OKX funding feed,
⚠ No verified equity curve — no track-record source connected.
Drawdown profile
Data unavailable — contact the owner.
Verification ledger
How the score has moved
Recalculated at each data collection. Transparency means showing the bad weeks too.
No score history is stored yet — only the current score is shown.
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⚠ No live verification account connected — ask for proof before buying.
Alerts on changes: coming soon
Prop-firm compatibility not provided.
Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)