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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

1,747 documents

OKX Learn

The document describes USDe as a synthetic stablecoin whose growth is attributed to delta-neutral hedging with staked Ether collateral and integrations with DeFi platforms. It presents the hedging approach as a way to limit exposure to price moves, while…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document introduces Hyperliquid as a decentralized trading platform with an on-chain order book and its own consensus system. It describes gas-free perpetual futures, maker rebates, low taker fees, and leverage of up to 50x as features that may lower…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document explains spot trading as buying or selling an asset for immediate settlement, then describes Lighter, an Ethereum Layer-2 decentralized exchange that combines spot and perpetual trading. Its proposed differentiators are zero trading fees for…

CryptoSpot marketsPerpetual futuresExecution
OKX Learn

The document outlines Hyperliquid as a decentralized perpetual futures venue using an on-chain order book on its own Layer 1 network. It identifies USDC as its primary trading collateral and describes cross-chain transfers as part of access to the platform.…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document reviews Hyperliquid’s growth as a decentralized venue for perpetual futures and spot trading. It attributes the platform’s expansion to its order book, custom Layer 1 infrastructure, high-throughput execution, native Bitcoin collateral, and an…

CryptoPerpetual futuresSpot marketsDeFi
OKX Learn

The document reviews BONK’s reported price gains and discusses possible drivers including community activity, integration with Solana projects, and the LetsBONK.fun token issuance platform. It says platform revenue is allocated to buy and burn BONK and…

CryptoOn-chain dataSentimentTechnical indicators
OKX Learn

The document compares two approaches to making DeFi yield tradable. Pendle’s Boros turns perpetual futures funding rates into Yield Units, intended for hedging or speculating on funding rate changes without taking exposure to the underlying asset’s price.…

CryptoDeFiFixed incomePerpetual futures
OKX Learn

The document outlines USDT as a dollar-pegged stablecoin used as a quote asset in crypto markets, including spot and margin trading, and as collateral and settlement currency for USDT-margined perpetual futures. It also describes uses outside trading, such…

CryptoPerpetual futuresSpot marketsDeFi
OKX Learn

The document explains how leveraged positions are forcibly closed when traders can no longer meet margin requirements. It describes how these closures can intensify price moves: a rally can liquidate short positions, adding buying pressure. Ethereum and…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document explains iceberg orders as a way to divide a large buy or sell into smaller limit orders, with the aim of reducing visible order size and limiting market impact or slippage in less liquid markets. It gives a platform-specific sequence for…

CryptoExecutionMarket microstructureFutures
OKX Learn

The document explains how vesting and other token release schedules add previously locked assets to circulating supply, potentially affecting price volatility, trading volume, market capitalization, sentiment, and perpetual futures funding rates. It…

CryptoEvent-drivenOn-chain dataPerpetual futures
OKX Learn

The article explains take-profit orders as instructions to close a position at a chosen profit level and stop-loss orders as instructions to exit after an adverse price move. It describes one-cancels-other orders as pairing the two exits so that triggering…

CryptoRisk managementExecutionPerpetual futures
OKX Learn

The document describes a sharp XPL price rise and reversal on Hyperliquid, attributing the move to concentrated whale activity in a thin pre-launch market. It reports large trader profits, substantial liquidations, and a peak price on Hyperliquid well above…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

This guide explains the basics of crypto futures trading on OKX, contrasting derivative contracts with spot ownership and outlining long and short positions. It describes delivery and perpetual contracts, margin modes such as isolated and cross, leverage,…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

This article discusses how large traders use leveraged Bitcoin perpetual futures on Hyperliquid and how their positions may affect sentiment and price movements. It gives examples of a large short and a smaller long, reports that a majority of observed…

CryptoPerpetual futuresSentimentOn-chain data
OKX Learn

The article frames Worldcoin’s price action as a symmetrical triangle, defined by lower highs and higher lows converging during consolidation. It identifies nearby support and resistance areas and uses Fibonacci projections to describe a potential upside…

CryptoBreakoutTechnical indicatorsMomentum
OKX Learn

This article describes Ethena USDe as a synthetic dollar stablecoin supported by staked ether and short perpetual futures positions. The short exposure is intended to offset changes in the value of the collateral, while the article says staking rewards and…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document explains how price moves can interact with forced closures of leveraged crypto positions. It associates sharp upward moves with short liquidations and bearish reversals or profit taking with long liquidations. Comparing the relative scale of…

CryptoPerpetual futuresSentimentRisk management
OKX Learn

The document describes Phantom’s integration of perpetual futures trading into its crypto wallet. It explains that these contracts have no expiry and use funding rates to keep their prices near spot markets. The article says users can fund trades with SOL…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document surveys several inputs for interpreting Bitcoin market conditions: large holder transactions, exchange reserves, open interest, spot versus perpetual futures pricing, and technical indicators. It describes a large sale followed by a sharp price…

CryptoOn-chain dataTechnical indicatorsPerpetual futures
OKX Learn

The article reviews EdgeX’s reported growth in total value locked and trading activity, placing the platform within the wider decentralized derivatives market. It describes Ethereum-based tokens as the dominant share of EdgeX deposits, highlights a large…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document compares Hyperliquid’s derivatives platform with GMX, focusing on Hyperliquid’s fully on-chain order book, HyperEVM integration, and leverage trading. It describes the HLP pool as the liquidity-provider pool and counterparty to traders, but…

CryptoDerivatives pricingPerpetual futuresDeFi
OKX Learn

This overview describes a planned MITOUSDT perpetual contract tied to Mitosis, a layer-1 project focused on cross-chain liquidity. Perpetuals let traders speculate on an asset’s price without holding the token. The document says the contract is expected to…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document describes Hyperliquid as an on-chain perpetual futures venue and discusses HYPE’s reported futures open interest relative to Dogecoin. It explains open interest as outstanding unsettled futures contracts and cites the platform’s reported share…

CryptoFuturesPerpetual futuresDeFi