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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

4,613 documents

OKX Learn

The document introduces several automated approaches for volatile crypto markets. Grid bots place buy and sell orders at preset price intervals, aiming to trade repeated price swings. Dollar-cost averaging bots spread purchases over time to reduce dependence…

CryptoGrid tradingPosition sizingBacktesting
OKX Learn

The article outlines risks and design choices in crypto presales, including smart-contract structure, token allocation, whale concentration, liquidity, governance, audits, and regulatory compliance. It argues that transparent tokenomics and carefully staged…

CryptoRisk managementPosition sizingOn-chain data
OKX Learn

Suilend is presented as a lending and borrowing protocol on the Sui blockchain. The document describes multi-asset collateral, interest rates that adjust with pool utilization, and isolated pools for newer or more volatile tokens. These design choices aim to…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide introduces Dogecoin’s origin, proof-of-work blockchain, ongoing coin issuance, and use for transfers and payments. It outlines a beginner purchase path: choose an exchange, complete identity checks, fund an account, place an order, and consider…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document explains two basic uses of crypto lending platforms: borrowers deposit digital assets as collateral to access stablecoins or other tokens, while lenders supply assets in exchange for interest paid by borrowers. Smart contracts can automate loan…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document surveys ways to gain exposure to Cardano, including buying ADA, staking it, investing in Cardano based applications, and participating in governance. It explains that Cardano uses proof of stake and describes its layered design as separating…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains how margin shortfalls trigger forced position closures and why leverage makes traders vulnerable to sharp price moves. It links a reported $1.15 billion single-day liquidation event, mostly in long positions, to volatility and cascading…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The document describes Numerai’s crowdsourced hedge fund model: data scientists submit forecasts, stake Numeraire (NMR) against them, and receive token rewards for accurate predictions while incorrect ones can lead to token burns. This incentive structure is…

CryptoMachine learningPosition sizingDeFi
OKX Learn

This overview explains basic risks and safeguards in cryptocurrency trading. It describes how leverage magnifies exposure, noting that at 1000x leverage a small adverse price move can trigger liquidation. It recommends stop-loss orders, smaller positions,…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document introduces Polkadot’s nominated proof-of-stake system, in which DOT holders can validate the network themselves or nominate validators. It describes rewards as distributed by era and affected by validator performance, commission, and the amount…

CryptoRisk managementDeFiPosition sizing
OKX Learn

The document explains pooled and solo Ethereum staking, then outlines a simple way to estimate rewards from the amount staked, annual percentage yield, and staking duration. It notes that network participation, validator performance, and platform fees affect…

CryptoRisk managementPosition sizingStatistics
OKX Learn

The document explains copy trading as a process in which an account replicates positions taken by a selected lead trader. It describes potential uses for beginners, including observing trading decisions and reducing the need to place every trade manually.…

CryptoExecutionRisk managementPosition sizing
OKX Learn

The guide explains how Solana validators support consensus and how delegators share staking rewards after validator commissions. It outlines activation and unstaking delays, then gives a selection checklist covering uptime and missed blocks, fees, stake…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The article examines Metaplanet’s corporate Bitcoin treasury approach: holding BTC as a core financial asset and presenting it as a hedge against inflation and yen weakness. It emphasizes debt financing as a way to fund acquisitions without using equivalent…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

This guide explains the steps for opening a long position in X-Perps, described as expiry perpetuals, on desktop or mobile. The process is to select a market, choose leverage and a market or limit order, enter position size or margin, optionally set…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

The document outlines how SunPerp describes trading perpetual contracts with USDT collateral. Perpetuals let traders take long or short exposure without owning the underlying asset and have no expiry. A periodic funding payment between longs and shorts is…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains that leverage lets a trader control a larger crypto position with less initial capital, magnifying both gains and losses. It links high leverage to liquidation cascades: small price changes can force position closures, adding volatility…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The guide compares native SOL staking, where tokens are delegated to a validator, with liquid staking, where protocols issue tokens such as mSOL or jitoSOL that can be used in DeFi. It outlines potential uses of liquid staking tokens in lending, borrowing,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document presents BTC Yield+ as a subscription product for Bitcoin holders, describing daily accrual, a stated annual rate of 1–3%, and withdrawals that it says take one to two days. It suggests identifying idle BTC, starting with a limited allocation,…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document describes Metaplanet’s corporate Bitcoin accumulation strategy and its use of BTC Yield, a metric intended to measure Bitcoin growth per fully diluted share. It presents the company’s treasury targets, reported holdings and acquisition cost, and…

CryptoEquitiesOptionsRisk management
OKX Learn

The guide surveys 13 ways to seek income from crypto holdings or infrastructure: Lightning routing, proof-of-stake staking, liquidity provision, yield farming, decentralized lending, cloud mining, play-to-earn games, airdrops, exchange savings accounts,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide describes Liquity as a decentralized protocol where users deposit ETH into a Trove and mint LUSD against it. It contrasts V1, which charges a one-time borrowing fee and has a stated minimum collateral ratio, with V2, where borrowers choose interest…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document introduces leverage as a way to control a larger position using a smaller amount of capital, with borrowed funds supplying the difference. It explains that margin is the collateral needed to open and maintain the position. If account equity…

CryptoFuturesRisk managementPosition sizing
OKX Learn

The article explains that meme coin prices often depend on online attention and community enthusiasm, with limited utility or technical foundations. It contrasts exceptional investor gains with a rapid boom-and-bust example, then discusses risks including…

CryptoSentimentVolatilityRisk management