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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
Binance API docs
45 documents
Quantopian lectures
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
WonderTrader
14 documents
Alphalens
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

4,613 documents

Strategy library

This document presents a simplified Turtle-style strategy for Bitcoin spot trading. It opens a position when price exceeds a Donchian upper channel, adds units after price advances by a fraction of ATR from the last entry, and exits the entire position when…

CryptoSpot marketsTrend followingBreakout
Strategy library

This document outlines a trend-following system using an augmented RSI and a smoothed signal line. Its RSI variant uses the period’s high-low range and price changes, smooths the resulting measures with a selectable average, and scales the output to a 0–100…

Trend followingTechnical indicatorsFuturesRisk management
Strategy library

This workflow describes a process for sizing USDT-margined perpetual futures positions from available account balance and a configurable equity fraction. It reads market contract value and quantity precision, converts the chosen risk amount into contract…

CryptoFuturesPerpetual futuresPosition sizing
Strategy library

This strategy combines a 10-period simple moving average, short-window support and resistance, hammer and shooting-star patterns, and pyramid position sizing. Price above the average defines an uptrend and price below it a downtrend. A hammer above the…

Trend followingTechnical indicatorsPosition sizingRisk management
Strategy library

This strategy combines four exponential moving averages with a one-bar price breakout. A long signal requires the close to be above the 20-, 50-, 100-, and 200-period EMAs and above the prior bar's high. A short signal requires the close to be below all four…

Technical indicatorsBreakoutTrend followingRisk management
Strategy library

This strategy combines Supertrend, which uses average true range bands to indicate trend direction, with Heikin Ashi candle direction as an entry filter. It enters long when the trend signal is bullish and the candle is bullish, and enters short when both…

FuturesTrend followingTechnical indicatorsRisk management
Strategy library

This countertrend strategy seeks a long entry after a stock has fallen below a fast exponential moving average by a chosen margin and then crosses back above it. Moving average ordering and the gap between the fast EMA and a slower SMA define the setup;…

EquitiesMean reversionTechnical indicatorsRisk management
Strategy library

This strategy combines a three-average trend filter with Pin Bar entries in the direction of the prevailing trend. The bullish alignment places a fast EMA above a medium EMA and a slow SMA; bearish alignment reverses that order. A qualifying Pin Bar is…

Trend followingTechnical indicatorsRisk managementPosition sizing
Strategy library

This simple long-only moving-average strategy compares the closing-price four-period simple moving average with the thirty-period average, with the script intended for daily charts. It opens a long position when the shorter average crosses above the longer…

Trend followingTechnical indicatorsPosition sizingExecution
Strategy library

This MetaTrader strategy combines the Average Force indicator, Andean Oscillator, and MACD to time entries. A buy requires the Andean bullish line to exceed its bearish line, Average Force to cross from negative to positive, and MACD to be positive and…

Technical indicatorsMomentumRisk managementPosition sizing
Strategy library

This strategy combines two RSI readings, using periods of 7 and 14 with a limit of 25, to generate long and short signals. It also checks candle direction and body size against a recent average before entering. When holding a position, it exits after RSI…

FuturesCryptoBreakoutTechnical indicators
Strategy library

This example pairs SMA crossover entries with several percentage-based profit exits. A fast 14-period average crossing above a 28-period average opens a long position; a downward cross opens a short. A helper converts a percentage of average entry price into…

CryptoFuturesTechnical indicatorsPosition sizing
Strategy library

The Simple Holder strategy repeatedly buys a cryptocurrency with quote currency, beginning with an initial purchase and adding to the position at intervals. Its parameters include a candle-count limit and start and end times. Alerts can start a bot deal, add…

CryptoPosition sizingExecutionBacktesting
Strategy library

This long-only strategy enters after a recent MACD crossover above its signal line, provided both lines remain below zero and price is above a weighted moving average. The entry signal must have occurred within the previous five bars, and the strategy…

CryptoFuturesTechnical indicatorsPosition sizing
Strategy library

This long-only strategy opens a position when RSI crosses below an oversold threshold. If price then falls by a set percentage from the most recent entry, it adds another buy. Each successive DCA order scales from the starting quantity by a configurable…

CryptoMean reversionTechnical indicatorsPosition sizing
Strategy library

This automated strategy identifies local highs and lows over a rolling candle window and places stop-entry orders at those levels when price is sufficiently far away. It can restrict entries to chosen hours. Take-profit and stop-loss distances are calculated…

CryptoBreakoutTechnical indicatorsRisk management
Strategy library

This strategy calculates Fibonacci retracement and extension levels from the recent 100-bar high and low. It proposes long entries when price lies between the 38.2% and 78.6% retracements, and short entries between the 23.6% and 61.8% levels, subject to a…

Technical indicatorsRisk managementBacktestingPosition sizing
Strategy library

This example opens a randomly chosen long or short position in a Bitcoin perpetual futures market. If the position’s unrealized loss exceeds its margin, it adds another order in the same direction; it closes the position when profit exceeds a fixed target.…

CryptoFuturesPerpetual futuresPosition sizing
Strategy library

This strategy tracks recent pivot highs and lows to calculate Fibonacci price levels, then uses a selected level as a long-entry trigger. Once an order is placed, the strategy updates its level and can cancel and replace the pending order as levels move. The…

FuturesTechnical indicatorsBreakoutPosition sizing
Strategy library

This strategy combines a Gaussian channel, a long-period Kijun-Sen, a volume-adjusted price indicator, and ATR-based risk controls to filter entries. The stated settings use a four-pole filter over 144 periods, a 130-period Kijun-Sen, and an 11-period ATR…

Technical indicatorsTrend followingRisk managementPosition sizing
Strategy library

This document describes a long-only grid configured for NVDAX-USDT on a 15-minute chart. The grid spans fixed high and low prices, and its levels can be spaced geometrically or arithmetically. The stated design buys when price crosses a grid level downward…

CryptoGrid tradingPosition sizingBacktesting
Strategy library

This document presents a long-only grid strategy configured for TON-USDT on a 15-minute chart. It places grid levels between fixed upper and lower price bounds, with either geometric or arithmetic spacing. The script’s description says it buys as price…

CryptoGrid tradingPosition sizingBacktesting
Strategy library

This strategy looks for upside breakouts above the preceding 20-bar high when volume exceeds its 20-bar average by a configurable multiplier. Long entries also require the fast EMA to be above the slow EMA, rising RSI over a lookback, and RSI above a…

BreakoutMomentumTechnical indicatorsRisk management
Strategy library

This strategy combines a short and long simple moving average, an RSI entry filter, and ATR-based exits. The described long rule requires the short average to be below the long average and RSI to be above 30. For an open position, the stop distance is based…

Trend followingTechnical indicatorsVolatilityRisk management