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Knowledge library

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.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Quantopian lectures
45 documents
Binance API docs
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

SuperMind

This Chinese equity screening example combines membership in the metaverse theme with a rising 30-day moving average and a condition described as the prior day’s 9:15 matched price being at the limit-down level. The author frames the moving-average direction…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

The proposed Chinese equity screen selects stocks with turnover between 3% and 12%, floating market value between 5 billion and 10 billion yuan, and a funds-strength rank within the top 100. The criteria are intended to combine trading activity, company…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

This Expert Advisor trades breaks of the high or low formed during a selected time interval. A move above the range triggers a buy, while a move below triggers a sell. The initial stop is placed at the opposite range boundary, and the take-profit distance is…

BreakoutPosition sizingRisk managementForex
MQL5 code base

The document describes an MT5 chart indicator that turns daily loss and overall drawdown limits into price levels based on a trader’s current net positions in the chart symbol. It displays the stricter of the two levels as the main line, with optional…

Risk managementPosition sizingMulti-asset
MQL5 code base

This Expert Advisor is designed for hedge accounts and holds opposing long and short positions. At each new bar, it closes existing positions and opens a buy and a sell simultaneously. The intended outcome is for one side to reach its take-profit level…

ForexExecutionPosition sizingRisk management
SuperMind

This community post proposes a short-term Chinese stock screen combining price amplitude, ranking by net large-order flow, exclusion of ST-designated shares, and a limit-up-related condition. It describes selecting stocks before 10 a.m. and references a…

EquitiesChina marketsTechnical indicatorsMomentum
vn.py community

This forum exchange clarifies where users can find stop-order functionality in VeighNa. A user asks whether the platform includes conditional or stop orders with both logic and a graphical interface. A respondent explains that the framework supports local…

ExecutionRisk management
SuperMind

This Chinese stock-picking note describes a screen combining daily price amplitude, persistent positive net volume from large orders, and an indication that major investors controlled the stock on the previous day. Its stated rationale is to find active…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This note proposes screening Chinese equities in the metaverse theme using three conditions: membership in the sector, a closing price above its 250-day moving average, and three consecutive limit-up sessions. It describes the combination as a way to select…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

This description outlines the Angry Bird scalping Expert Advisor, inspired by Ilan 1.6 and built around the Commodity Channel Index and Relative Strength Index. It lists several controls: stopping new trading after an equity decline, trailing stops,…

ForexTechnical indicatorsRisk managementExecution
vn.py community

The post reports a backtest failure caused by subtracting a time-zone-naive datetime from a time-zone-aware datetime while checking whether orders have timed out. The strategy had loaded historical bars and begun replay, but halted when its timeout check…

BacktestingExecutionRisk management
vn.py community

The forum exchange addresses a bracket-order problem: when a take-profit stop and a protective stop are both active, a rapidly moving one-minute bar may cross both prices. The suggested approach is to place both as local stop orders and let the strategy…

ExecutionRisk managementMarket microstructure
vn.py community

This forum exchange addresses how a strategy can retrieve the cost basis of a contract it already holds, so later decisions can account for current profit or loss. Participants advise maintaining the value in strategy-managed state: record it when trade…

OptionsExecutionRisk management
SuperMind

This note outlines a Chinese equity screening rule based on three conditions: daily amplitude above a threshold, an intraday low falling within a specified decline band relative to the prior close, and RSI below a ceiling. The proposed interpretation is that…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

The document describes a stock screen combining three criteria: daily amplitude above a stated threshold, afternoon large-order net inflow, and a large-order net-volume ranking. It presents these as proxies for price movement, incoming funds, and trading…

EquitiesTechnical indicatorsMarket microstructureRisk management
MQL5 code base

The document presents a market randomness measure based on Shannon entropy as a filter for automated strategies. It describes estimating the distribution of log returns over a rolling window, then calculating entropy from the probabilities of discrete return…

StatisticsTechnical indicatorsRisk managementBacktesting
ProRealCode

This indicator seeks to identify quiet price ranges that may precede larger moves. It combines Keltner channel boundaries based on average true range with a standard deviation measure, then marks an upside or downside breakout when price crosses the relevant…

VolatilityBreakoutTechnical indicatorsRisk management
BigQuant

This brief BigQuant support exchange addresses a question about a backtest whose logs and apparent trade signals stop before the requested end date. The user says the run was set through the 23rd, exchange data stopped at the 17th, and the output log stopped…

BacktestingRisk managementStatistics
SuperMind

This note describes a Chinese A-share screen that combines turnover between 3% and 12%, circulating market capitalization between 5 billion and 10 billion yuan, and a recent three-limit-up streak. It presents the streak as a sign of market attention and the…

EquitiesMomentumChina marketsRisk management
SuperMind

This note describes a short-term Chinese A-share screen using a turnover range of 3% to 12%, excluding Beijing-listed stocks and stocks said to have had three consecutive limit-up days as of yesterday. It frames turnover as a way to avoid unusually active…

EquitiesMomentumChina marketsRisk management
BigQuant

This forum post raises a practical backtesting question: whether strategy data indexed by the current date can be used to trade at that same day’s open without introducing lookahead bias. The example ranks stocks using market capitalization, tradable market…

BacktestingExecutionEquitiesRisk management
SuperMind

This post proposes a Chinese equity screen that combines moving-average alignment with recent limit-up moves. Its initial criteria are at least five moving averages meeting together and a limit-up within the prior 25 days. The post interprets these…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

The document describes settings for an automated trading system that can operate as a hedging grid or place a single trade. It lists controls for closing a basket at a profit or loss threshold, monetary take-profit and trailing stops, maximum trade count,…

ForexGrid tradingRisk managementPosition sizing
SuperMind

This stock screen combines a daily high-to-low range threshold, a reversal or engulfing-style pattern, and a ranking based on large-order net volume relative to market capitalization. The accompanying formula ranks that flow measure and keeps the top-ranked…

EquitiesTechnical indicatorsMomentumRisk management