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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

4,613 documents

OKX Learn

This guide explains what cryptocurrency mining rigs do and how GPU, ASIC, and other hardware differ in flexibility, efficiency, cost, and noise. Since Ethereum moved to proof of stake, ETH can no longer be mined on its mainnet; the article describes using…

CryptoRisk managementPosition sizingBacktesting
OKX Learn

The document describes a reported transaction in which Lido co-founder Konstantin Lomashuk borrowed $85 million in USDT through Aave and used it to buy 15,814 ETH. It presents overcollateralized DeFi borrowing as a way to gain exposure to an asset without…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide describes a Bitcoin crash as a rapid, steep price decline and distinguishes it from a shorter correction. It lists several possible drivers: macroeconomic pressure, regulatory action, speculative excess and leverage, security failures, and changes…

CryptoVolatilityRisk managementPosition sizing
OKX Learn

The document offers a framework for considering crypto assets during a bull market. It recommends evaluating project fundamentals, community and partnerships, liquidity, and risk, while distinguishing established assets such as Bitcoin and Ethereum from…

CryptoMomentumSpot marketsFutures
OKX Learn

This profile uses Machi Big Brother’s reported positions and losses to illustrate the risks of high-leverage crypto trading. It describes exposure to Bitcoin, Ethereum, and speculative tokens, including leveraged positions during a market liquidation event.…

CryptoRisk managementPosition sizingFutures
OKX Learn

This overview explains why meme coins are unusually speculative: prices can move sharply with online attention, many tokens have limited practical utility, and trading can be affected by pump-and-dump schemes or wash trading. It also describes rug pulls and…

CryptoVolatilitySentimentOn-chain data
OKX Learn

The document examines Metaplanet’s plan to accumulate Bitcoin as a corporate reserve asset, including its stated target of 210,000 BTC by 2027. It describes borrowing against existing Bitcoin holdings to finance further purchases, including a reported $130…

CryptoRisk managementPosition sizingOptions
OKX Learn

The document recounts a large trader’s leveraged positions in STRK and HYPE on HyperLiquid. It says an initial STRK long position generated a substantial gain before the trader’s results reversed into an overall loss. The episode is used to illustrate how…

CryptoRisk managementPosition sizingOn-chain data
OKX Learn

The document assesses Solana as a high-risk crypto asset, outlining its throughput-oriented design, low transaction costs, and DeFi and NFT activity as potential strengths. It provides a year-by-year price table from 2020 through 2024 year-to-date and…

CryptoRisk managementPosition sizingBacktesting
OKX Learn

The document presents the OTHERS/ETH ratio as a way to compare smaller altcoins with Ethereum and argues that historically low readings have sometimes occurred near market bottoms. It adds RSI and MACD readings as possible signs of oversold conditions or…

CryptoTechnical indicatorsMomentumRisk management
OKX Learn

The document explains how leveraged positions are forcibly closed when available margin or collateral can no longer cover losses. It distinguishes centralized exchange margin systems, which may permit high leverage, from DeFi lending protocols that generally…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The document explains how leveraged positions are forcibly closed when available margin or collateral can no longer cover losses. It distinguishes centralized exchange margin systems, which may permit high leverage, from DeFi lending protocols that generally…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The document compares direct Bitcoin ownership with exchange-traded funds. Direct ownership allows holders to control and use Bitcoin but requires secure custody of private keys; ETFs offer access through traditional brokerage markets while charging…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document explains proof-of-stake as a process in which token holders commit assets to help secure a network and may earn rewards. It compares custodial staking through centralized exchanges with self-custodial staking through decentralized protocols, and…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The article outlines Aster’s airdrop model for users of its decentralized perpetual trading platform. It names trading activity, time spent holding open positions, referrals, leaderboard participation, and community involvement as factors associated with…

CryptoPerpetual futuresDeFiPosition sizing
OKX Learn

The document introduces leveraged perpetual futures and position trading on Hyperliquid, a decentralized exchange operating on a custom Layer 1 blockchain. It states that leverage of up to 50x is available and explains the basic trade-off: leverage expands…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document uses a reported Bitcoin liquidation to illustrate how leverage can magnify losses. It describes James Wynn’s 40x leveraged long position, which was liquidated after the market moved against it, and says the position represented 240 BTC, worth…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document surveys why companies may hold Bitcoin in treasury, including diversification, perceived scarcity, and an intended hedge against fiat currency depreciation. It describes possible approaches to managing the position: assess risk tolerance, plan…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The document describes Smart Sync, a copy trading mode that scales a lead trader’s position according to the relative size of their account and the copier’s available funds. Its example shows a lead trader allocating 10% of a 10,000 USDT account and a copier…

CryptoFuturesPosition sizingRisk management
OKX Learn

The document introduces staking as locking or delegating cryptocurrency to support a proof-of-stake network, with participants often receiving rewards related to their staked amount. It distinguishes flexible staking, which allows withdrawal at any time,…

CryptoRisk managementPosition sizing
OKX Learn

The document reviews Solana’s supply composition, token allocations, vesting, and inflation policy as described for 2025. It reports that most SOL was circulating by April, while the remaining supply was locked, and highlights FTX and Alameda related…

CryptoOn-chain dataRisk managementPosition sizing
OKX Learn

Stock appreciation rights (SARs) let employees receive value tied to a company’s share price increase without buying shares upfront. Once vested, a holder may exercise the award and receive the appreciation over its grant price in cash or an equivalent…

EquitiesRisk managementPosition sizing
OKX Learn

This beginner guide proposes evaluating crypto assets by market capitalization and liquidity, use case, security history, development activity, and community. It recommends building a core around Bitcoin and Ethereum, with Solana as a higher-growth…

CryptoPortfolio constructionPosition sizingRisk management