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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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 offers broad principles for assessing speculative crypto assets, especially new projects, presales, meme coins, and low-cap tokens. It recommends prioritizing fundamentals, practical use cases, transparent teams, and credible roadmaps over hype,…

CryptoRisk managementSentimentOn-chain data
OKX Learn

This overview compares long-term holding with active trading and suggests a hybrid allocation that combines a long-term position with short-term trades. It also describes automated tools, including dollar-cost averaging, and notes that bots may offer…

CryptoRisk managementPosition sizingBacktesting
OKX Learn

The document explains how to size a crypto derivatives trade by relating account risk to the distance between entry and stop-loss prices. Its example sets a fixed fraction of capital at risk, then divides that amount by the per-unit loss at the stop to…

CryptoDerivatives pricingPosition sizingRisk management
OKX Learn

This guide explains crypto margin trading as borrowing funds to control a position larger than a trader’s own capital would permit. It defines leverage ratios and illustrates how leverage expands buying power, then describes short selling and hedging as…

CryptoRisk managementPosition sizingDerivatives pricing
OKX Learn

The document explains how leveraged ETH trading works and describes short selling: a trader borrows ETH, sells it, and aims to buy it back at a lower price. Leverage increases exposure relative to posted capital, so favorable price moves can magnify gains…

CryptoRisk managementPosition sizingDerivatives pricing
OKX Learn

The document explains liquidation in leveraged crypto trading: an exchange may close a position when losses reduce collateral below required margin. A margin call can give a trader a chance to add funds, while the liquidation price depends on factors such as…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document uses a large Zcash short position to illustrate how a sharp price rise can create substantial unrealized losses and bring a leveraged trader closer to liquidation. It reports an entry price, position size, liquidation level, and added…

CryptoRisk managementPosition sizingTechnical indicators
OKX Learn

The article explains Compound III, also known as Comet, as a redesign of Compound’s decentralized lending protocol. Its central feature is a single borrowable base asset model, initially described as USDC, with other supplied assets serving as collateral.…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document describes South Korean company Bitplanet’s shift toward a Bitcoin-focused treasury, including a stated accumulation goal and regular purchases using dollar-cost averaging. It presents recurring buys as a way to spread entry prices over time and…

CryptoSpot marketsPosition sizingRisk management
OKX Learn

A crypto winter is described as an extended bearish phase marked by falling prices, lower trading activity, and negative sentiment. The article sketches three historical episodes: the aftermath of the Mt. Gox hack in 2014, the unwinding of the ICO boom in…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

Ethereum’s September 2022 Merge replaced proof-of-work mining on the main network with proof-of-stake validators, making ETH mining impossible. The document outlines former miners’ options: mine proof-of-work alternatives such as Ethereum Classic, Ravencoin,…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains how leverage lets a trader control a position larger than the capital committed as margin. Its example shows that 10x leverage can support a $10,000 position with $1,000 of the trader’s funds. Because gains and losses apply to the full…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document defines leverage trading as borrowing funds to control a position larger than the trader’s own capital. It explains that leverage magnifies both gains and losses and can lead to forced liquidation when margin falls below the required maintenance…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains how a validator contributes to a proof-of-stake network by validating transactions and securing consensus, then describes Intellistake’s validator on Fetch.ai. It presents two revenue sources: rewards on the operator’s own staked FET…

CryptoRisk managementPosition sizingOn-chain data
OKX Learn

The document explains how a crypto-backed loan uses assets such as Bitcoin as collateral and defines loan-to-value (LTV) as the share of collateral value available to borrow. It describes the appeal of accessing liquidity without selling holdings, alongside…

CryptoRisk managementPosition sizingDeFi
OKX Learn

The guide distinguishes three calculator uses: converting between crypto and fiat currencies, calculating profit or loss, and projecting staking rewards. For a basic P&L calculation, it defines cost basis as purchase value plus fees and compares that amount…

CryptoRisk managementPosition sizing
OKX Learn

The document uses James Wynn’s reported $99.3 million liquidation to explain how leverage magnifies both gains and losses. It says Wynn used leverage as high as 40x and notes that, at that leverage, a 2.5% adverse price move can exhaust the position’s…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

This guide explains liquidation in a unified trading account using the account’s margin level. It states that when the margin level falls below 100%, the exchange may close some or all of an open position; traders should not assume liquidation waits until…

CryptoDerivatives pricingRisk managementPosition sizing
OKX Learn

The guide explains that leverage increases market exposure relative to posted margin, amplifying gains and losses while moving liquidation closer to the entry price. It describes setting leverage per order and checking the platform’s estimated liquidation…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document describes crypto bull markets as periods of rising prices, strong confidence, and active trading, often led by Bitcoin and Ethereum. It presents breaks of support and falling trading volume as possible signs that a bull phase is weakening. It…

CryptoTechnical indicatorsTrend followingRisk management
OKX Learn

The document explains how borrowed funds enlarge Bitcoin positions and magnify both gains and losses. It focuses on large wallets opening highly leveraged long and short trades, giving examples of position sizes, leverage multiples, profits, and a…

CryptoRisk managementPosition sizingMarket microstructure
OKX Learn

The document surveys reasons companies may hold Bitcoin in treasury, including diversification, inflation concerns, and institutional acceptance. It compares several approaches: one large public holder is described as financing purchases through debt and…

CryptoPortfolio constructionRisk managementPosition sizing