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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 introductory guide explains cryptocurrency using Bitcoin and Ethereum as examples, then outlines a basic process for making a first purchase. Its steps are to choose an exchange, complete identity checks, secure the account with two-factor…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The article presents two whale trading histories as examples of holding through volatility in Solana-based meme coins. One investor is described as exchanging 95 SOL for LABUBU, enduring a reported 90% decline, and later holding tokens valued at $530,000,…

CryptoOn-chain dataRisk managementPosition sizing
OKX Learn

The document uses PUMP token trading as a case study in risks associated with low-cap, speculative assets. It describes a trader's leveraged long exposure and reported unrealized losses, alongside the token falling below its public sale price. It links sharp…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The document examines BitMine Immersion Technologies’ reported strategy of accumulating ETH, staking holdings, and developing institutional validator infrastructure. It frames the approach as an Ethereum-focused corporate treasury model, and points to large…

CryptoOn-chain dataRisk managementPosition sizing
OKX Learn

The document explains crypto expiry futures as derivative contracts with a fixed settlement date and contrasts them with perpetual swaps, which have no expiry and can incur periodic funding fees. It describes expiry futures as potentially useful for…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document describes Volcon’s reported purchase of Bitcoin as a corporate treasury asset, financed through a private placement alongside a planned stock buyback. It highlights the use of short-term put options as a way to acquire Bitcoin at lower prices…

CryptoOptionsRisk managementPosition sizing
OKX Learn

The document explains a dollar-cost averaging (DCA) approach that opens a position, adds buys when price falls by set increments, and exits when a take-profit or stop-loss condition is met. It distinguishes this from recurring buys, which invest fixed…

CryptoSpot marketsGrid tradingPosition sizing
OKX Learn

This beginner guide identifies three broad sources of trading mistakes: inadequate research, missing risk controls, and emotional decisions. For research, it recommends examining a crypto project’s whitepaper, technology, team, and community, while treating…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The guide explains how long and short derivative positions respond to price movements. A long gains when the underlying price rises, while a short gains when it falls; the short can also hedge an existing spot holding. It contrasts these positions with spot…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The article describes ways to take profits during crypto bull markets: define targets in advance, reassess whether a holding is still attractive at its current price, sell in stages, and move some gains into less volatile assets. It also presents a broad…

CryptoOn-chain dataRisk managementPosition sizing
OKX Learn

The guide describes Bone ShibaSwap (BONE) as a token used for governance of ShibaSwap and transaction fees on the Shibarium Layer 2 network. It distinguishes BONE from SHIB and LEASH by emphasizing those utility roles, and discusses token supply and…

CryptoDeFiRisk managementPosition sizing
OKX Learn

This overview explains how leverage lets a Bitcoin futures trader control a larger position with less margin, while increasing both potential gains and the chance of rapid liquidation. It gives a simple example of 100x leverage and notes that volatility can…

CryptoFuturesRisk managementPosition sizing
OKX Learn

The document explains dollar-cost averaging (DCA) as investing a fixed amount at regular intervals regardless of price. By buying more units at lower prices and fewer at higher prices, the method spreads entry points over time and can reduce dependence on…

CryptoPosition sizingRisk management
OKX Learn

The document introduces backtesting as a way to simulate a crypto derivatives strategy on historical market data before trading live. It recommends examining profitable-trade patterns, adjusting parameters to reduce drawdowns and improve consistency, and…

CryptoDerivatives pricingBacktestingRisk management
OKX Learn

The guide compares four ways to gain Bitcoin exposure: centralized crypto exchanges, traditional brokerages, spot Bitcoin exchange-traded funds, and peer-to-peer apps or ATMs. It frames the choice around priorities such as direct ownership, ease of use,…

CryptoSpot marketsExecutionRisk management
OKX Learn

The document presents long-term Bitcoin holding as a conviction-based strategy built around claims that Bitcoin may serve as a scarce store of value, an inflation hedge, and the base of a new financial network. It recommends defining the investment rationale…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The article describes a reported ETH trade on Hyperliquid in which a $125,000 deposit was used to build a $303 million long position and realize $6.86 million in profit. It attributes the outcome to leverage, reinvesting gains to enlarge later positions, and…

CryptoPerpetual futuresOn-chain dataRisk management
OKX Learn

The article describes institutional exposure to Solana through Pantera Capital and companies that raise funds to hold SOL. It presents treasury companies as a route for investors to gain exposure and compares the approach with corporate Bitcoin holdings. The…

CryptoDeFiPosition sizing
OKX Learn

The document explains an OTC crypto Accumulator, a fully funded product that commits the investor to buying an asset such as BTC at a set strike on scheduled settlement dates. The strike is set below the market price at inception; in return, the investor…

CryptoDerivatives pricingRisk managementPosition sizing
OKX Learn

The document surveys how several institutions and prominent investors manage Ethereum exposure. Examples include a Lido DAO founder borrowing USDT through Aave to buy ETH, SharpLink Gaming accumulating ETH through periodic purchases, and World Liberty…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document explains how Bitcoin lending lets holders borrow against their BTC instead of selling it, and distinguishes centralized platforms from decentralized protocols. CeFi is presented as a more managed, user-friendly model that requires trust in an…

CryptoRisk managementDeFiPosition sizing
OKX Learn

The document surveys OKX Earn products, distinguishing Simple Earn, which it describes as lending-based, from On-Chain Earn, which uses staking or decentralized finance. Products may have flexible or fixed terms; reward rates can change with lending demand,…

CryptoDeFiCarryRisk management
OKX Learn

The document explains liquidation as an exchange closing a leveraged position when its margin falls below the maintenance requirement. A small adverse price move can consume a trader’s collateral quickly, especially when leverage is high or the account has…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article describes public companies building reserves in LINK, ETH, BNB, and AVAX as part of corporate treasury strategies. It gives examples of reported holdings and accumulation targets, presenting these purchases as ways to gain exposure to blockchain…

CryptoPortfolio constructionRisk managementPosition sizing