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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
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

682 documents

FMZ forum

This essay presents a framework for improving investment judgment through varied mental models rather than relying on one familiar way of thinking. It recommends learning core ideas from several disciplines, using an investor-specific checklist, and applying…

Risk managementStatisticsEquities
FMZ forum

This support post describes a reported failure in an automated XRP withdrawal after a Binance maintenance update. The user received an error indicating an unauthorized IP address, although they said the IP remained on the exchange’s allowlist. The original…

CryptoExecutionSpot markets
FMZ forum

This guide describes operational details for trading Gate.io perpetual futures through the FMZ platform. It explains that contracts are USD-denominated, BTC-settled, and represented as swaps, and notes the platform’s stated contract value. It also covers…

FuturesPerpetual futuresExecutionRisk management
FMZ forum

The article discusses a leveraged Martingale approach to trading LTC/USDT perpetual contracts. It proposes changing the traditional doubling rule to a smaller add-on multiplier so the strategy can withstand more adverse price movement, then withdrawing…

CryptoPerpetual futuresPosition sizingRisk management
FMZ forum

The document contrasts applying for CXMT shares in a Chinese A-share IPO with trading a pre-listing perpetual contract on Hyperliquid. It outlines the stated eligibility requirements and estimated allotment odds for the IPO, then explains that the contract…

CryptoEquitiesPerpetual futuresRisk management
FMZ forum

The document explains how double tops and double bottoms can signal a possible change in trend. A double top forms after an uptrend when price revisits a prior high, then confirms the pattern by falling below the intervening pullback low. A double bottom…

Technical indicatorsBreakoutRisk management
FMZ forum

This note introduces the Easley, Kiefer, O’Hara, and Paperman (EKOP) model to explain how informed and uninformed trading can shape a stock’s bid-ask spread. It describes a discrete-day, continuous-within-day setting in which information events may be good…

EquitiesMarket makingMarket microstructureStatistics
FMZ forum

The post asks why a five-minute technical indicator in live trading appears to update three to four seconds after a period ends, even though historical testing updates it at the period boundary. The author reports connecting to OKEX futures from a rented…

FuturesTechnical indicatorsExecution
FMZ forum

The document describes a multi-asset cryptocurrency strategy that allocates capital across selected USDT pairs and places staged buy orders as prices fall through preset levels. Each level uses a specified share of the amount assigned to that asset.…

CryptoGrid tradingPosition sizingBacktesting
FMZ forum

The document explains the behavioral challenges of trend following: traders must tolerate repeated small losses, fluctuations in open profits, and periods of waiting for a large move. It recommends evaluating a strategy over many trades rather than judging…

Trend followingRisk managementBacktestingStatistics
FMZ forum

The author reflects on losses in leveraged forex trading and explains two staking approaches using a fair coin game. A martingale raises stakes after losses and depends on effectively unlimited capital; a reverse martingale risks a fixed fraction of current…

ForexRisk managementPosition sizingStatistics
FMZ forum

The document presents a workaround for trading across exchanges that do not expose a consistent function for retrieving order precision. It proposes reading ask-side depth and inferring price and amount decimal precision from the values shown there,…

CryptoExecutionMarket microstructure
FMZ forum

This post asks how to obtain moving averages covering seven, fifteen, and thirty days through a trading platform’s data and technical-analysis functions. It shows sample calls that request records at several candle intervals and then apply moving-average…

Technical indicatorsStatistics
FMZ forum

This article describes a way to send alerts when a strategy’s position changes, using FMZ Mylanguage together with its JavaScript enhancement feature. The example strategy uses Williams %R and a moving average to generate long and short signals. The article…

CryptoFuturesExecutionTechnical indicators
FMZ forum

The document presents reusable M-language modules for quantitative trading, including percentage price change, new highs, price and volume surges, narrow ranges, moving-average alignment, prior-high locations, and price gaps. It also outlines moving…

ForexBreakoutTechnical indicatorsMomentum
FMZ forum

The speaker outlines a systematic trend-following approach that uses historical testing to support a rules-based process for entries, exits, profit taking, and position sizing. The strategy seeks to capture medium-term moves across a broad set of…

Trend followingFuturesPortfolio constructionPosition sizing
FMZ forum

This beginner manual explains how to build automated trading strategies on the FMZ platform, using JavaScript examples while noting support for other languages. It walks through the strategy lifecycle, polling market data, configurable parameters,…

CryptoExecutionBacktestingRisk management
FMZ forum

This article argues that technical analysis should be treated as a probabilistic aid rather than a dependable forecast. It warns against trusting a single signal, applying one method in every market, and holding a position after price action invalidates the…

Technical indicatorsStatisticsRisk managementFutures
FMZ forum

The document proposes a research data model for representing a limited, conditional SEC exemption related to eligible trading venues and tokenized NMS stocks. It argues against reducing regulatory status to a single approval flag and instead recommends…

EquitiesRisk management
FMZ forum

This tutorial describes flags and pennants as consolidation patterns that can follow a sharp price move. A flag is a small rectangle and a pennant a small triangle; both are framed by trendlines around the pause, while the preceding impulse forms the…

Technical indicatorsBreakoutMomentumRisk management
FMZ forum

The document outlines a cryptocurrency grid strategy designed to run across several exchanges and spot, futures, and perpetual markets. It describes a grid that can operate in both directions or only one direction, with one side disabled by setting its order…

CryptoGrid tradingExecutionMarket microstructure
FMZ forum

This document is a dated overview of trading-fee arrangements at cryptocurrency exchanges, grouped into domestic and international sections. It distinguishes fixed-rate charges from maker-taker schedules and includes spot and futures fee references. For some…

CryptoExecutionMarket microstructureFutures