quantstats
Unverified Other strategy on Multi by ranaroussi. BotFinder score 18 out of 100.
Portfolio analytics for quants, written in Python
Source: github
BotFinder analysis pending.
quantstats
QuantStats: Portfolio analytics for quants QuantStats Python library that performs portfolio profiling, allowing quants and portfolio managers to understand their performance better by providing them with in-depth analytics and risk metrics. Changelog » QuantStats is comprised of 3 main modules: 1. quantstats.stats - for calculating various performance metrics, like Sharpe ratio, Win rate, Volatility, etc. 2. quantstats.plots - for visualizing performance, drawdowns, rolling statistics, monthly returns, etc. 3. quantstats.reports - for generating metrics reports, batch plotting, and creating tear sheets that can be saved as an HTML file. --- NEW! Monte Carlo Simulations Run probabilistic risk analysis with built-in Monte Carlo simulations: Full Monte Carlo documentation » --- Quick Start Output: Visualize stock performance Output: Creating a report You can create 7 different report tearsheets: 1. qs.reports.metrics(mode='basic|full", ...) - shows basic/full metrics 2. qs.reports.plots(mode='basic|full", ...) - shows basic/full plots 3. qs.reports.basic(...) - shows basic metrics and
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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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Alerts on changes: coming soon
Prop-firm compatibility not provided.
Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)