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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

4,613 documents

OKX Learn

The document explains how crypto leverage increases market exposure by using borrowed funds, so gains and losses both grow relative to the trader’s own capital. It outlines platform-selected leverage ratios and describes possible uses such as hedging and…

CryptoRisk managementPosition sizingVolatility
OKX Learn

The document explains the basic structure of decentralized crypto lending. Lenders deposit assets into liquidity pools and may earn interest; borrowers lock crypto as collateral to access other tokens or stablecoins. Smart contracts automate loan…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The article uses Metaplanet’s reported purchase of 518 Bitcoin to discuss corporate treasury accumulation. It describes the purchase size and cost, the company’s total holdings, its stated long-term accumulation ambition, and funding through a preferred…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document explains OKX Europe's X Drops Club, an app-based campaign that distributes Pharos tokens to eligible account holders. It outlines the stated requirements, including European Economic Area residency, identity verification, a minimum balance of…

CryptoSpot marketsPosition sizing
OKX Learn

This guide describes Ethereum staking under Proof of Stake: ETH supports validators that process transactions and help secure the network, while participants may receive rewards and face penalties for misconduct. It contrasts running a validator, which…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document distinguishes short-term crypto trading from long-term crypto investing. Trading seeks to profit from price fluctuations and can involve frequent transactions, technical tools, and leverage. Investing generally means holding assets over longer…

CryptoRisk managementPosition sizing
OKX Learn

This guide introduces Ethereum’s smart contract network and ETH’s roles in transaction fees and staking, then surveys its adoption, price history, and investment case. It contrasts potential strengths—such as a large decentralized finance and NFT ecosystem,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

This introductory guide describes common signs of a crypto bull market, including sustained price rises, favorable developments, and growing retail and institutional participation. It recommends spreading exposure across assets, setting objectives and exit…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The document introduces Artyfact as a proposed AI-enabled metaverse game that combines play-to-earn mechanics, NFTs, governance, and staking. It describes ARTY’s possible uses for in-game purchases, premium access, voting, and rewards, and gives a token…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document describes Jupiter Lend Beta, a Solana lending platform, and outlines how its design aims to serve borrowers and lenders. It highlights borrowing against collateral at LTV ratios up to 95%, partial liquidations intended to limit borrower losses,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The article surveys Bitcoin, Ethereum, Solana, and Sui as possible 2025 investments, relating their roles to institutional interest, network features, and decentralized finance activity. It also mentions AI-linked tokens and memecoins as market themes. Its…

CryptoSpot marketsDeFiRisk management
OKX Learn

The document describes Ethereum’s transition from proof of work to proof of stake and explains how validators secure the network. ETH holders can deposit stake to propose or attest to blocks; honest participation can earn rewards, while protocol violations…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The article gives a basic overview of staking NEI tokens in a pool in exchange for periodic payouts in additional tokens. It says the amount staked affects potential rewards and describes staking as a way to support network operations while encouraging…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document presents Nassim Taleb’s barbell approach as a way to manage uncertainty: place most capital in assets intended to preserve capital, reserve a small portion for high-risk opportunities, and avoid the middle-risk category. The rationale is that…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The document uses a large Solend borrower’s concentrated SOL-backed loan as an example of how liquidation risk can affect a lending pool and potentially burden the underlying network. It says the borrower shifted part of its stablecoin debt to another…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains proof-of-stake rewards and delegated staking, in which holders assign assets to validators and receive a share of rewards. It proposes evaluating networks by security, decentralization, sustainable yield sources, and long-term prospects…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document examines Metaplanet’s plan to expand its Bitcoin holdings using dollar-denominated, zero-interest bonds. It says the firm raised $10 million through bonds issued to EVO FUND, with maturity in October 2025 and redemption linked to future stock…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document introduces Virtuals Protocol as a platform for creating and co-owning tokenized AI agents, and describes VIRTUAL as an ecosystem utility and governance token. It outlines staking at a high level as locking tokens in exchange for rewards, then…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide explains staking as participation in proof-of-stake networks, where holders lock or delegate tokens to support validation and receive rewards. It contrasts staking with proof-of-work mining and describes direct validation and platform-based…

CryptoRisk managementPosition sizingExecution
OKX Learn

The document explains leverage as using margin to control a position larger than the trader’s posted capital. It illustrates the proportional effect with a crypto derivatives example: a position opened at ten times leverage gains or loses half its margin…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The guide surveys ways to hold Bitcoin in retirement accounts, including self-directed IRAs, Bitcoin IRAs, and crypto-enabled workplace plans. It contrasts Bitcoin’s possible diversification role and long-term return potential with substantial volatility,…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document describes EVAA as a DeFi platform on TON that embeds lending, borrowing, staking, and hedging services in Telegram. It argues that using a familiar messaging interface can simplify onboarding, and outlines leveraged liquid staking through…

CryptoDeFiOn-chain dataPosition sizing
OKX Learn

The document recounts several large ZEC positions on Hyperliquid to illustrate leverage, profit-taking, and margin management. It describes a profitable long that was partially reduced after a correction, another long that was cut at a loss, and a highly…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains copy trading as automated replication of a lead trader’s positions, with the copier choosing a trader, allocating funds, and setting risk limits. It describes proportional trade copying, the ability to stop copying, and platform…

CryptoForexRisk managementPosition sizing