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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

1,747 documents

OKX Learn

This overview introduces Aster as a decentralized perpetual exchange and describes its proposed multi-chain access, planned derivatives-focused blockchain, and token utility through governance, staking, and buybacks. It also highlights token distribution…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document introduces Hyperliquid as a blockchain with a fully on-chain order book exchange for perpetual futures, alongside spot trading. It describes the project’s HyperBFT consensus and presents speed and scalability as features intended to support…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document profiles THENA as a decentralized liquidity platform on BNB Chain and opBNB. It describes concentrated liquidity, where providers allocate funds within selected price ranges to support trading with lower slippage, and cross-chain trading enabled…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

The document outlines factors it says may influence the BLUE token and Bluefin’s decentralized exchange on Sui. It describes a buyback program that can allocate up to a stated share of quarterly platform revenue to open-market token repurchases, linking…

CryptoDeFiMarket makingSpot markets
OKX Learn

The document tracks USDC adoption on Arbitrum and connects it to decentralized finance activity, especially derivatives trading. It reports that Arbitrum’s share of USDC supply rose from 44% to 58% in recent months, attributing demand to protocol integration…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

The document examines how large, leveraged ETH short positions may affect liquidity, funding rates, sentiment, and price volatility. It describes a possible cascade in which selling near resistance contributes to liquidations and stop-loss execution, while…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The document explains how exchanges forcibly close leveraged positions when collateral falls below maintenance requirements. It describes a market selloff in which a large ETH-USDC position was liquidated alongside broader losses across crypto assets. The…

CryptoPerpetual futuresRisk managementVolatility
OKX Learn

This guide explains the steps for opening a long position in X-Perps, described as expiry perpetuals, on desktop or mobile. The process is to select a market, choose leverage and a market or limit order, enter position size or margin, optionally set…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

The document surveys USDC and BTC custody, USDC’s role in payments and DeFi, and HyperLiquid’s trading and application layers. It distinguishes internet-connected wallets, offline storage, and hardware devices by their balance of access and security.…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

The document outlines how SunPerp describes trading perpetual contracts with USDT collateral. Perpetuals let traders take long or short exposure without owning the underlying asset and have no expiry. A periodic funding payment between longs and shorts is…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document outlines HYPE’s stated roles in Hyperliquid’s ecosystem and describes a fee-funded buyback and burn mechanism, staking, and a community-oriented token allocation. It also discusses Hyperliquid’s trading venue: a custom layer-one blockchain…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

The document describes Coinbase’s regulated perpetual futures for XRP and Solana. It explains that the contracts allow price speculation without owning the assets, have no expiry, use USD cash settlement, offer up to fivefold leverage, and are available…

CryptoFuturesPerpetual futuresUS markets
OKX Learn

This overview describes Hyperliquid as a decentralized exchange with a proprietary blockchain and an on-chain order book. Its trading focus is perpetual futures, including leverage of up to 50 times and custom contracts referred to as Hyperps. It also…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The document explains that leverage lets a trader control a larger crypto position with less initial capital, magnifying both gains and losses. It links high leverage to liquidation cascades: small price changes can force position closures, adding volatility…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document surveys PancakeSwap products and expansion plans. It describes SpringBoard as a no-code token launch platform with configurable tokenomics, ecosystem integration, and a bonding curve that adjusts prices with supply and demand. It also discusses…

CryptoDeFiPerpetual futuresEquities
OKX Learn

The document discusses how investment funds may support decentralized finance projects through capital, liquidity, infrastructure development, market access, and strategic guidance. It describes DWF Labs’ fund as targeting projects across several…

CryptoDeFiMulti-assetPerpetual futures
OKX Learn

The document surveys several forces said to shape BTC, ETH, and SOL: large-holder activity, leveraged perpetual futures, macroeconomic conditions, institutional ETF flows, and possible altcoin strength. It describes exchange deposits, withdrawals, and…

CryptoPerpetual futuresTechnical indicatorsMachine learning
OKX Learn

The document describes USDe as a synthetic dollar-pegged asset backed by crypto collateral and derivatives. Its central mechanism pairs long exposure from collateral with short derivatives positions to reduce net price sensitivity. It also describes a growth…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document describes zkLink as infrastructure intended to combine liquidity from Layer 1 and Layer 2 networks for decentralized trading. It outlines two components: Nova, an aggregated Layer 3 zkEVM network for EVM-compatible applications, and X, a modular…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document explains how no-KYC crypto trading is commonly associated with decentralized exchanges, where smart contracts facilitate peer-to-peer trades without a central platform collecting identity details. It distinguishes this model from centralized…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The document outlines Hyperion DeFi’s strategy of accumulating HYPE, the native token of the Hyperliquid blockchain, and using staking to seek rewards and reduce trading costs. It describes the company’s reported token purchases and total holdings, along…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document explains how perpetual futures differ from dated futures: they have no expiry, while periodic funding payments help keep contract prices near spot prices. It distinguishes cash settlement, which can provide price exposure without taking custody…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document introduces Injective as a Cosmos SDK-based layer 2 for cross-chain trading and customizable derivatives, including futures and perpetual contracts. It describes Moonriver as a Kusama smart contract platform that supports Ethereum-compatible…

CryptoDeFiFuturesPerpetual futures
OKX Learn

The document explains liquidation as the forced closure of a leveraged position after adverse price moves, using PEPE as an example of a volatile meme coin. It links rapid price swings to market sentiment, social media activity, and broader crypto…

CryptoPerpetual futuresVolatilityRisk management