AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Last-resort fallback in the A-share chain (8th of 8) — prefer mootdx/eastmoney/tencent/baidu for OHLCV.
Browse and bench the bundled alpha zoos — prebuilt cross-sectional factor libraries (Kakushadze 101, GTJA 191, Qlib 158, Fama-French / Carhart). Use when the user asks "which alphas exist", wants metadata on a named alpha, or wants to run IC/IR on a whole zoo over a universe.
A framework for predicting whether a company listed on China's A-share stock market may receive an ST risk warning in the next financial year. ST is a warning label for companies facing specified financial or regulatory risks.
Asset allocation theory and optimizer usage — MPT / Black-Litterman / risk budgeting / all-weather strategy, including guides for 4 optimizers and rebalancing rules.
A skill for viewing Chinese A-share stock charts and classifying companies by concept, industry, and region. A-share stocks are shares listed on mainland Chinese exchanges.
Behavioral finance applications: theories of overreaction and underreaction, behavioral explanations for momentum and reversal, investor sentiment cycles, cognitive-bias checklists, and debiasing quantitative strategies.
A Chinese technical-analysis engine based on Chan theory, a method for identifying patterns in candlestick price charts. It uses the czsc library to detect chart structures and trading signals across multiple time periods.
A guide to analysing Chinese A-share convertible bonds, which are bonds that can be exchanged for company shares. It compares the bond, share-conversion, and option values and covers issuer actions and bond-selection strategies.
A guide to analysing company events in Chinese A-shares, the mainland Chinese stock market. It covers mergers, insider share changes, employee equity plans, new share offerings, and warnings about special-treatment or delisting stocks.
A fixed-income and credit-analysis skill. It covers the study of bonds, borrower credit quality, default risk, local-government financing bonds, and convertible bonds, which can change between debt and equity.
Dividend stock analysis for income, dividend-growth, and shareholder-return strategies, including yield quality, payout sustainability, ex-dividend mechanics, and yield-trap checks.
★not rated 5 29d agoA36 tokens
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