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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
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

1,747 documents

OKX Learn

The document explains how collateral shortfalls trigger forced sales in decentralized finance and how those sales can spread through leveraged markets. It describes thin liquidity and high leverage as conditions that can make prices easier to move and…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document introduces MIOTA as the tradable token of the IOTA network, designed for payments and data exchange among connected devices. It explains the Tangle as a directed acyclic graph in which transactions confirm earlier transactions, and presents this…

CryptoSpot marketsPerpetual futuresMarket microstructure
OKX Learn

The document explains how to connect an OKX account to TradingView and place crypto trades from its charting interface. It covers account authorization, finding OKX markets, using the order panel, and enabling instant order placement. It also describes…

CryptoExecutionPerpetual futuresRisk management
OKX Learn

Perpetual contracts provide leveraged exposure to crypto prices without an expiry date. Unlike dated futures, they rely on periodic funding payments to encourage the contract price to track spot: positive funding transfers payment from longs to shorts, while…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The article describes an October 2025 crypto market crash and attributes the selloff to a macroeconomic shock that drove Bitcoin and Ethereum lower. It explains how leveraged traders facing margin calls can be forcibly liquidated, adding further selling…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The document describes Hyperliquid’s HYPE token buyback program, which uses trading-fee revenue to purchase tokens on the open market. It reports that 97% of fees are allocated to buybacks and gives figures for repurchases, supply reduction, and the…

CryptoOn-chain dataPerpetual futuresTechnical indicators
OKX Learn

The document surveys Hyperliquid’s trading infrastructure, developer features, tokenomics, and governance. It describes the HIP-3 upgrade as allowing developers to create perpetual futures markets without prior authorization, subject to a HYPE staking…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document introduces dYdX as a crypto derivatives protocol and explains its perpetual contracts, order types, token functions, governance, and custody model. It describes perpetuals as contracts without expiry whose prices track spot markets through…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document explains how highly leveraged ZEC positions may face liquidation when prices move against them and collateral becomes insufficient. It describes whales adding margin to avoid forced closure and argues that concentrated liquidation levels can…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document describes USD-denominated leveraged perpetual positions on Hyperliquid, including the appeal of large trades and event-driven positioning around macroeconomic announcements. It frames leverage as a way to amplify exposure to assets such as BTC,…

CryptoPerpetual futuresEvent-drivenRisk management
OKX Learn

The article explains how falling prices can trigger forced sales when leveraged traders fail to meet maintenance margin requirements. Those sales add downward pressure, potentially causing more liquidations and increasing volatility. It reports a recent…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The article interprets a reported $44.5 million ETH long on Hyperliquid as a possible sign of bullish sentiment, in the context of ETH near a stated $2,900 price and resistance at $3,000. It describes Hyperliquid as a decentralized perpetual futures venue…

CryptoPerpetual futuresSentimentOn-chain data
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 article describes Hyperliquid as a decentralized exchange built on a custom blockchain for fast trading. It discusses perpetual futures with leverage, stop-loss and take-profit orders, and liquidation when margin requirements are breached. It also…

CryptoPerpetual futuresRisk managementMarket making
OKX Learn

The document introduces the BLESSUSDT perpetual contract as a derivative for taking price exposure without holding BLESS. It explains that perpetual contracts have no fixed expiry, so positions can remain open indefinitely, and reports leverage of up to 50x…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The article describes Hyperliquid as a decentralized crypto derivatives venue that combines on-chain transparency with off-chain processing. It presents non-custodial access, cross-chain deposits, token governance and fee discounts as features that may…

CryptoDerivatives pricingPerpetual futuresDeFi
OKX Learn

The document contrasts two crypto derivatives platforms. It presents Hyperliquid as focused on perpetual contracts, trading speed, liquidity, and community incentives, while describing Synthetix as pursuing real-world asset derivatives and ecosystem…

CryptoPerpetual futuresDerivatives pricingDeFi
OKX Learn

The document examines a sharp cryptocurrency market crash and the resulting forced deleveraging, focusing on market maker Wintermute and centralized exchange infrastructure. It describes how depegging collateral, cascading margin calls, and reported exchange…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The document describes a sharp XPL price rise and reversal on Hyperliquid, attributing the move to large long positions that allegedly triggered short liquidations. It reports estimated whale profits and explains how leverage and thin liquidity in a…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document describes a reported surge in deposits and trading activity on Hyperliquid alongside Bitcoin’s rise. It links the exchange’s growth to interest in decentralized perpetual futures, institutional and retail participation, and leveraged trading. It…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The article introduces Pendle Boros, a protocol on Arbitrum for trading exposure to perpetual futures funding rates. Its Yield Units represent realized yield on notional exposure, aiming to let traders speculate on or hedge funding rate changes without…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document describes how large Ethereum holders may use leverage to increase exposure, and how crowded positions can contribute to sharp price moves through cascading liquidations. It notes that traders monitor technical reference points such as the…

CryptoPerpetual futuresVolatilityOn-chain data
OKX Learn

The document describes a 1:1 migration from APX to ASTER following ASTER’s September 17, 2025 token launch, with Binance Alpha facilitating the swap and a stated October 1 completion date. It reports that the migration announcement coincided with a 400%…

CryptoPerpetual futuresDeFiOn-chain data