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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

Bitget Academy

The document explains leveraged trading as using borrowed funds to take a position larger than the trader’s cash balance. Its example compares a $1,000 account trading with and without 2x leverage: a 1% price move produces twice the dollar gain or loss at…

CryptoPerpetual futuresRisk managementPosition sizing
Bitget Academy

The document profiles Panda Farm, an Arbitrum-based GameFi project where players use Panda NFTs in competitions with prize pools. It describes NFTs with randomly assigned attributes that affect game outcomes and can be depleted or improved through in-game…

CryptoOn-chain dataDeFiPosition sizing
Bitget Academy

This guide argues that a trade’s profit or loss is an incomplete measure of its quality. A planned trade can lose through ordinary uncertainty, while an impulsive trade can profit by chance. It proposes reviewing gold CFD trades across market assessment,…

CommoditiesRisk managementPosition sizingBacktesting
Bitget Academy

The article explains the Bitcoin Rainbow Chart, a historical price visualization that uses logarithmic regression to place Bitcoin prices in color-coded valuation bands. The bands range from low-price zones interpreted as potential undervaluation through…

CryptoTechnical indicatorsStatisticsPosition sizing
Bitget Academy

The document explains that Bitcoin can be owned in fractions because it is divisible into satoshis. A fractional holding provides proportional exposure: its percentage gain or loss tracks Bitcoin’s percentage move. The guide presents recurring fixed-amount…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The document defines HODL as a long-term crypto holding approach: investors keep assets through price declines because they expect the underlying technology or asset to gain value over time. It contrasts this conviction with FUD, which describes fear-driven…

CryptoSpot marketsVolatilityPosition sizing
Bitget Academy

The article reviews prior Bitcoin halving cycles and argues that reduced new supply may support prices over time. It lists the price from each of the first three halvings to a later all-time high, while warning that the period around a halving may bring…

CryptoRisk managementPosition sizingStatistics
Bitget Academy

The document explains auto-deleveraging (ADL) as a last-resort futures exchange mechanism for offsetting an insolvent position when liquidation proceeds and an insurance fund cannot cover its deficit. It describes a ranking approach that prioritizes opposing…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document explains the mechanics of short selling: borrow an asset, sell it, then buy it back at a lower price to return it. It describes why volatile, speculative altcoins may attract short sellers and outlines behaviors attributed to large traders,…

CryptoSpot marketsSentimentOn-chain data
OKX Learn

The article describes Metaplanet’s approach to accumulating Bitcoin as a corporate treasury asset. It presents long-term holding alongside income generation as the company’s two-part strategy and reports a recent purchase of 5,268 BTC. The discussion…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document explains crypto margin trading as borrowing assets to enlarge a spot position, with trades executed on the spot order book. This differs from futures and perpetual swaps, which are contracts tied to asset prices. Borrowed funds must be repaid…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

This guide surveys Dogecoin’s origins, proof-of-work network, inflationary supply, transaction use cases, and ecosystem. It notes Dogecoin’s one-minute block time, ongoing issuance, community-led tipping, charitable activity, and some merchant acceptance.…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The article explains that “low risk” in cryptocurrency is comparative, since every crypto asset remains exposed to market, regulatory, and technology risks. It suggests assessing relative resilience through market size and liquidity, survival across market…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The article explains how cryptocurrency vault design combines protection, recoverability, controlled access, and capacity planning. It surveys cold storage, multisignature arrangements, and hierarchical deterministic wallets, describing the broad use cases…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

This beginner guide explains cryptocurrency and blockchain basics, then outlines direct purchases through an exchange and indirect exposure through products such as futures, options, and retirement accounts. Its practical steps cover opening and funding an…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document outlines Solana staking through native staking and delegation, explaining that delegators assign SOL to validators without operating validator infrastructure themselves. It describes validators as transaction processors and network security…

CryptoRisk managementPosition sizing
OKX Learn

The article explains how borrowed funds enlarge a crypto position relative to a trader’s own capital, amplifying both gains and losses. Its examples show how a leveraged position can lose a substantial share of the initial margin after a comparatively…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains how crypto-backed borrowing works: a borrower pledges digital assets, selects a loan amount and terms, receives cash or crypto, then repays to release the collateral. It introduces loan-to-value (LTV) as the relationship between…

CryptoRisk managementPosition sizingDeFi
OKX Learn

The document explains how leverage lets a trader control a position larger than their contributed capital, while increasing both potential gains and losses. It gives a 10× leverage example and notes that adverse price moves can lead to liquidation and loss…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide explains how crypto-backed loans let borrowers obtain fiat or stablecoins while pledging digital assets as collateral. It defines loan-to-value (LTV) as the relationship between loan size and collateral value, using a 50% LTV example. The main risk…

CryptoDeFiRisk managementPosition sizing
OKX Learn

This beginner guide explains crypto trading as active speculation on price changes, including both long positions and short selling. It introduces fundamental analysis of a project’s technology, team, community, and token economics, alongside technical…

CryptoTechnical indicatorsRisk managementPosition sizing
OKX Learn

The article explains that liquidation occurs when margin equity falls below a platform’s maintenance requirement, leading to forced position closure. It emphasizes how leverage makes relatively small adverse price moves more consequential, then uses reported…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document uses a series of reported AguilaTrades losses on Hyperliquid to explain how leverage magnifies both gains and losses. It describes liquidation as the automatic closure of positions when margin falls below a required threshold, and notes that…

CryptoPerpetual futuresRisk managementPosition sizing