data
Unverified ML strategy on Multi by ml4t. BotFinder score 18 out of 100.
Market data acquisition, storage, and update workflows for machine learning for trading.
Source: github
BotFinder analysis pending.
data
ml4t-data Market data acquisition, storage, and update workflows for machine learning for trading. Use ml4t-data to fetch and validate market data, keep local datasets current, and provide repeatable inputs to research and trading workflows. It includes adapters for equities, futures, foreign exchange, crypto assets, macroeconomic series, factors, and prediction markets. Installation ml4t-data supports CPython 3.12, 3.13, and 3.14 on Linux, macOS, and Windows. Python 3.15 is temporarily excluded while upstream dependencies complete their compatibility work. Provider-specific integrations are optional. Install ml4t-data[yahoo], ml4t-data[databento], ml4t-data[oanda], or ml4t-data[cot] when those adapters are needed. Some providers require network access, an account, credentials, or metered data. The provider guide records each boundary. Quick start The synthetic provider exercises the public OHLCV interface without network access or credentials. Set ML4TDATAPATH to choose the root directory for local datasets. Without an explicit path, the library uses ./data in the current working di
⚠ 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.
Reviews & comments
No reviews collected from the source yet.
⚠ 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)