Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
79,386 documents
This Chinese-language summary introduces TS-Boost, a machine-learning framework for equity factor selection. It identifies two challenges in financial data: observations may not share the same distribution over time, and market signals can have low…
The Kase Peak Oscillator is presented as a technical indicator intended to identify unusually strong directional price moves and local peaks. It combines logarithmic high-to-low price movements across a range of lookback periods with a volatility estimate…
The document explains how a trading system represents instruments across spot assets, futures, options, swaps, CFDs, betting markets, and synthetic instruments. Each instrument has a unique symbol-and-venue identity, while its definition carries details such…
This introductory section points new users to three FinRL tutorial notebooks. One is presented as a recommended first exercise, walking through a full deep reinforcement learning workflow for stock trading. Another demonstrates connecting FinRL to Tushare…
The document describes a China A-share stock screen combining trading activity, recent price performance, and company earnings growth. It selects main-board stocks with turnover between 3% and 12%, a daily gain above 1% relative to the stated comparison…
This article introduces a proposed relationship between the intensity of market capital flows and investors’ choice of equity style. It suggests that when flows are subdued, style investors tend to retain their existing direction, while unusually strong…
EES Hedger is a utility for MetaTrader that opens a position opposite to a trade initiated manually or by another expert advisor. It detects trade events through the platform’s transaction mechanism and uses configured parameters to set the new position’s…
This A-share stock screen selects companies classified in the metaverse sector, limits the previous session’s morning opening gain to under six percent, and requires the prior closing price to sit above its 250-day moving average. The article frames the…
The author describes using an AI assistant to rebuild a customized trading application from VeighNa 3.9 to 4.3. The work covered a changed modular architecture, a new database backend, a redesigned strategy data model, and a rewritten desktop interface. The…
This indicator modifies the Heikin Ashi open calculation by making its smoothing period adjustable. The document describes the standard open as an exponential moving average of total price with a fixed smoothing factor, then explains that users can select…
The document briefly describes an Expert Advisor called OpenTicks. At each new bar, it evaluates the previous four bars, though it does not explain the exact signal rules or how those observations determine entries. It also describes a position-management…
This community discussion concerns a futures firm’s penetration-testing requirements for a trading system. The test is meant to count order submissions and cancellations over time, monitor thresholds, and raise alerts when activity peaks. Participants…
This Chinese-equity screening proposal combines a reported increase in investor positions above 5%, a daily return constrained to a narrow band, and an opening gain below 6%. The post’s description gives the daily-return limits as below 2.6% and above -5%,…
This proposed stock screen combines three conditions: daily amplitude greater than 1, a shrinking negative MACD histogram on a 15-minute chart, and price near the ten-day moving average. The rationale is to find volatile stocks where downside momentum may be…
This stock-screening approach selects equities with MACD above zero, a positive return over ten days capped at 35%, and a qualifying enterprise characteristic. The article frames positive MACD as evidence of an upward trend, the return band as a way to limit…
This proposed Chinese A-share screen combines three conditions: MACD above zero, trailing price-to-earnings ratio above zero, and substantial large or extra-large order volume during the opening auction. It is intended to run after the auction ends each…
This indicator presents Heikin-Ashi values as two lines on a chart: a dotted line for the open and a solid line for the close. The motivation is that Heikin-Ashi charts can make trends look clearer by reducing visual noise, while their displayed candle…
This Q&A examines a Chinese A-share small-cap strategy that selects the market’s smallest stocks by capitalization. The user expected the backtest to buy at its August 24 start date, but the first trade appeared on September 23. The explanation is that the…
The indicator estimates the next closing price that would bring a Wilder-smoothed RSI to a chosen value. It starts from the current RSI and the smoothed average gains and losses, then algebraically solves for the price change needed to reach the target. If…
The document describes a trading assistant intended to manage protective orders for scalping. After a trade opens, the tool sets initial stop-loss and take-profit levels automatically. If price moves far enough in the favorable direction, it shifts the stop…
This stock screen combines four proposed conditions: a metaverse industry classification, a rounded or arc-like price pattern, association with a robotics concept, and circulating market value below a stated threshold. The article explains that the small-cap…
This Chinese stock-selection example combines a turnover-rate band with an order-flow ratio and a rising KDJ stochastic value. The stated screen looks for turnover between 3% and 12%, outside volume more than 1.3 times inside volume, and a positive…
This document describes a MetaTrader 5 panel for manual trade management, with automatic entries enabled only in Strategy Tester mode. Traders choose direction and adjust entry, stop, and target levels; the panel can suggest levels from hidden pivot-based…
This document describes an MT4 Expert Advisor that uses the Stochastic Oscillator to trade potential overbought and oversold reversals or momentum shifts. It lists default upper and lower thresholds of 80 and 20, with configurable %K, %D, and slowing inputs.…