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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

8,431 documents

OKX Learn

The document describes Bitcoin proof of work as a process that uses computing power and electricity to validate transactions and secure the network. It links mining profitability to power costs and rising competition, and outlines miners’ responses: seeking…

CryptoRisk managementStatistics
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 document reviews reported growth in Ethena’s TVL and ENA token during July 2023, then connects those changes to investor activity, institutional involvement, and new uses for USDe. It cites a 50% TVL rise to $8.44 billion, $2.96 billion in inflows, a…

CryptoDeFiTechnical indicatorsMomentum
OKX Learn

The article explains how forced closures of large leveraged Ethereum positions can add selling pressure when prices move against traders. It describes a liquidation involving 18,517 ETH and outlines a possible cascade in which falling prices trigger other…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The article treats Circle’s NYSE initial public offering as a sign of growing institutional interest in crypto firms. It reports IPO proceeds, initial share pricing, first-day trading levels, and a market capitalization, and connects the listing to Circle’s…

CryptoEquitiesSpot marketsUS markets
OKX Learn

The guide explains CeDeFi as a hybrid model that combines centralized services such as compliance, custody, and customer support with DeFi features such as smart contracts, on-chain activity, and cross-chain access. It contrasts CeFi, DeFi, and CeDeFi across…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The article examines celebrity-backed meme coins through the YZY launch and compares its pattern with $TRUMP and LIBRA. It describes hype-driven price surges followed by sharp declines, linking the risks to concentrated token ownership, insider access,…

CryptoSentimentRisk managementMarket microstructure
OKX Learn

The document describes altcoin season as a period when alternative cryptocurrencies outperform Bitcoin and outlines signals traders may monitor: Bitcoin’s share of total crypto market value, an index comparing altcoin performance with Bitcoin, and altcoin…

CryptoMomentumTechnical indicatorsSentiment
OKX Learn

The document sketches a progression from early decentralized exchanges, through liquidity mining and yield farming, to proposed DeFi applications using artificial intelligence and machine learning. It describes predictive models, autonomous agents that…

DeFiCryptoMachine learningRisk management
OKX Learn

The document presents Aethir as a blockchain-based network that distributes GPU capacity for AI training, data analysis, and cloud gaming. It describes a proposed alternative to centralized cloud providers, with compute resources pooled across a distributed…

CryptoDeFiMachine learningRisk management
OKX Learn

The guide explains the distinction between Ripple, the XRP token, and the XRP Ledger, then describes the ledger’s validator-based consensus process. A typical transfer is initiated by a user, broadcast to validators, and finalized after they agree on its…

CryptoSpot marketsFuturesPerpetual futures
OKX Learn

The document surveys BNB’s performance and places it alongside broader altcoin market trends. It attributes BNB’s relative resilience partly to a high share of its supply already circulating, and describes the BNB Chain’s activity and decentralized…

CryptoMomentumCarryDeFi
OKX Learn

The document describes BUIDL as a tokenized money market fund backed by U.S. Treasury bills and other short-term assets. It explains how institutions can use the token as off-exchange collateral while retaining exposure to yield, with custody through…

CryptoFixed incomeDeFiRisk management
OKX Learn

The article reviews Grayscale’s GDOG and Bitwise’s planned BWOW as exchange-traded products offering exposure to Dogecoin. It reports that GDOG’s first-day volume was below analyst forecasts, and contrasts its launch with stronger trading starts for XRP and…

CryptoEquitiesVolatilityRisk management
OKX Learn

The article explains how leveraged crypto positions are liquidated when margin falls below maintenance requirements, and why long positions may be more exposed during market corrections. It describes a feedback loop in which forced position closures can add…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document traces China’s restrictions on cryptocurrency from limits on financial institutions’ Bitcoin services, through the 2017 ICO and exchange prohibitions, to the 2021 bans on mining and transactions. It attributes the policy shift to concerns about…

CryptoChina marketsMarket microstructureRisk management
OKX Learn

The document introduces Nebulas as a blockchain data search platform and explains its Nebulas Rank scoring system, which considers on-chain activity, liquidity, governance participation, and developer contributions. It describes Proof of Devotion as a…

CryptoOn-chain dataDeFiChina markets
OKX Learn

The document outlines possible effects of new token listings against Bitcoin and USDT, including increased trading activity and short-lived price surges, especially for meme coins. It notes that BTC can serve as a market benchmark and USDT as a commonly used…

CryptoEvent-drivenMarket microstructurePerpetual futures
OKX Learn

The document describes SWIFT’s pilot with Linea, an Ethereum Layer 2 network, to explore on-chain messaging and settlement for banks. It presents zk-rollups as a way to bundle transactions and use cryptographic proofs, with the stated aims of improving…

CryptoMulti-assetMarket microstructureDeFi
OKX Learn

The document reviews Bitcoin and Ethereum exchange-traded funds as channels for regulated crypto exposure and as indicators of investor demand. It discusses how macroeconomic conditions and a broad market correction can affect flows, including through…

CryptoSentimentTechnical indicatorsVolatility
OKX Learn

The document outlines BakeryToken’s role in BakerySwap, a decentralized exchange and NFT marketplace on Binance Smart Chain. It describes BAKE as a governance token and reports uses involving marketplace transactions, fee distributions, staking, and yield…

CryptoDeFiVolatilitySentiment
OKX Learn

The document presents a short-term technical view of Ethereum built around a rebound from support near $2,450. It describes ETH trading above its 100-hour simple moving average, with hourly MACD momentum in bullish territory and RSI above 50. The analysis…

CryptoTechnical indicatorsBreakoutMomentum
OKX Learn

The document describes a record one-day net withdrawal from Ethereum exchange-traded funds and links it to price volatility, profit-taking, monetary policy concerns, broader uncertainty, and regulatory scrutiny. It reports fund-specific redemptions, a…

CryptoSentimentVolatilitySpot markets
OKX Learn

The document presents Jupiter Ultra as a Solana DEX aggregator with features intended to improve trading, including cross-chain access, reduced slippage, protection from MEV attacks, privacy tools, and gasless transactions. It also describes Ultra API token…

CryptoDeFiExecutionMarket microstructure