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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

The guide presents several approaches for crypto markets during sustained declines. For long-term investors, it describes dollar-cost averaging as a way to make regular purchases and build exposure over time, and recommends focusing on more established…

CryptoTrend followingMean reversionRisk management
OKX Learn

The document announces a spot copy-trading feature that mirrors a lead trader’s portfolio using position ratios. Instead of copying each trade manually, the system adjusts a follower’s trades to reflect the lead trader’s overall allocation. Users can choose…

CryptoSpot marketsPortfolio constructionPosition sizing
OKX Learn

Dollar-cost averaging (DCA) means investing a set amount at regular intervals instead of committing the full allocation at once. Because each purchase spends the same amount, the investor acquires more units at lower prices and fewer at higher prices. The…

CryptoPosition sizingRisk managementVolatility
OKX Learn

The document describes Smart Sync, a copy trading mode that scales a lead trader’s futures position according to the relationship between that trader’s position size and trading funds. It applies the resulting proportion to the copier’s funds, aiming to…

CryptoFuturesPosition sizingRisk management
OKX Learn

This guide proposes allocating a small crypto investment across Bitcoin, Ethereum, and Solana, with larger weights in Bitcoin and Ethereum and a smaller position in Solana. It presents the assets as exposures to different roles: a store-of-value network, a…

CryptoPortfolio constructionPosition sizingRisk management
OKX Learn

The document offers general suggestions for managing WLD holdings through a wallet address. It recommends diversifying across assets, considering staking if the network supports it, monitoring market news and trading activity, and using blockchain analytics…

CryptoRisk managementPosition sizingOn-chain data
OKX Learn

The guide explains Ethereum’s shift from proof of work to proof of stake, describing validators, staked ETH, rewards, and penalties for misconduct. It contrasts self-staking, which it says requires 32 ETH and ongoing node operation, with exchange staking,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains how to open a short position in crypto perpetual markets and why traders might use one. A sell position can express a bearish view without owning the asset, or hedge spot holdings against a decline. It outlines the order workflow,…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains proof-of-stake participation, how validator duties and network conditions affect ETH rewards, and how providers present returns as APY. It gives an illustrative calculation for 10 ETH at 4% and a table of average rates for 2023–2025. It…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The article presents Bitcoin’s price swings as a defining feature and discusses how they may shape investor behavior, market participation, and development of trading tools. It recommends a long-term outlook and mentions dollar-cost averaging as a way to…

CryptoVolatilityRisk managementPosition sizing
OKX Learn

The document describes TOKEN6900 as a retail-focused meme-coin presale whose appeal rests on humor, community activity, and viral promotion. It outlines a milestone-based pricing structure intended to encourage early participation, public token allocation, a…

CryptoSentimentRisk managementPosition sizing
OKX Learn

This beginner guide explains Bitcoin as decentralized digital money recorded on a shared blockchain ledger, and presents its capped supply as a source of scarcity. It outlines a four-step purchase process through an exchange: select a platform, complete…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document describes CleanSpark’s operating and financing approach to Bitcoin mining. Its central financing example is borrowing against BTC holdings to raise capital without issuing additional shares. The article says the company had nearly 13,000 BTC and…

CryptoEquitiesRisk managementPosition sizing
OKX Learn

The document introduces NAVI as a Sui DeFi protocol combining lending pools, liquid staking, and leveraged yield strategies. Depositors supply assets for interest while borrowers post collateral; users can stake SUI into sSUI, borrow against it, and loop…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Bitcoin futures as derivatives for taking long or short exposure without holding Bitcoin, then distinguishes perpetual contracts from dated delivery futures. Perpetuals have no expiry and use periodic funding payments to help align…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document compares three types of crypto staking offers by lockup and access to funds. Fixed-term deals keep assets locked until the agreed period ends, which may suit holders who can tolerate reduced liquidity in exchange for potentially higher stated…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains a stop-loss as an instruction to exit a position after price reaches a chosen threshold. It presents the order as a way to define an exit in advance, limit exposure to further declines, and reduce decisions made under stress. It also…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The guide outlines ways to add Bitcoin exposure to retirement savings: direct ownership through a self-directed IRA, Bitcoin-related stocks, and exchange-traded funds held in a brokerage retirement account. It presents Bitcoin’s fixed supply as a reason…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document frames fear of missing out as anxiety that can push traders toward impulsive decisions after headlines, social media posts, or other traders’ gains. It recommends researching an asset before acting and setting a trading plan with entry and exit…

CryptoRisk managementPosition sizingSentiment
OKX Learn

This guide explains how to attach take-profit and stop-loss conditions to an OKX X-Perps order before opening a position. Traders can enter percentage moves or specific price levels, select a long or short position, and review the displayed liquidation price…

CryptoPerpetual futuresRisk managementExecution
OKX Learn

The document explains how crypto short selling works: a trader borrows a token, sells it, and aims to buy it back at a lower price. It describes how leverage increases exposure and magnifies both gains and losses, including the risk of liquidation when…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document describes Metaplanet’s plan to build a large Bitcoin treasury, including a stated goal of 210,000 BTC by 2027 and reported current holdings of 11,111 BTC. It discusses funding sources such as a capital contribution to its U.S. subsidiary, an…

CryptoEquitiesRisk managementPosition sizing
OKX Learn

The document describes Reserve Rights (RSR) as a token used for governance and staking in the Reserve Protocol. Holders are said to vote on upgrades, stablecoin launches, and risk settings, while staking supports Reserve stablecoin portfolios called RTokens.…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains how crypto copy trading automatically mirrors the positions of a chosen trader, distinguishing it from social trading, where users share ideas without automated execution. It describes the appeal for beginners and people seeking a less…

CryptoRisk managementPosition sizingPortfolio construction