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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

The document describes how large trades may move XPL prices in thin pre-market conditions. It argues that limited liquidity and a lack of external price anchors can make the token vulnerable to abrupt price swings. Large orders may trigger liquidations of…

CryptoMarket microstructureVolatilityRisk management
OKX Learn

The document explains the basic mechanics of an ORDERUSDT perpetual contract: it has no expiry, permits leveraged positions, and uses periodic funding payments tied to the gap between the contract and spot prices. It says the contract trades continuously and…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document attributes Solana’s reported $1.4 trillion in July 2025 DEX volume to high throughput, low transaction costs, user activity, ecosystem platforms, and institutional interest. It cites transaction and address counts, Raydium trading, and aggregate…

CryptoDeFiTechnical indicatorsMomentum
OKX Learn

The document explains bonding curves as token pricing models in which the purchase price rises with demand and can fall as tokens are sold. It notes potential benefits such as responsive price discovery and an incentive for early participation, while…

CryptoDeFiPerpetual futuresVolatility
OKX Learn

The article argues that perpetual contracts on real-world assets could offer linear, leveraged exposure to equities, commodities, and foreign exchange. It contrasts this structure with zero-day options, whose time decay and volatility exposure may not suit…

CryptoEquitiesFuturesOptions
OKX Learn

The document presents Hyperliquid as a Layer 1 network designed for trading and decentralized applications. It highlights HyperBFT consensus, an on-chain order book, and cross-chain transfers as platform features. The order book is contrasted with automated…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

The document describes OpenSea’s reported transition from an NFT marketplace toward a broader venue for on-chain assets, including token trading across multiple blockchains. It attributes the shift partly to weakness in the NFT market and cites figures for…

CryptoOn-chain dataPerpetual futuresExecution
OKX Learn

The document reviews Zcash’s reported rally through several lenses: a cup-and-handle pattern, momentum, futures funding, institutional exposure, and activity in the shielded pool. It reports gains of 250% to 750% over 30 days and an increase in Grayscale…

CryptoTechnical indicatorsMomentumVolatility
OKX Learn

The article describes Hyperliquid as a Layer 1 blockchain built for perpetual futures, with an on-chain order book, decentralized clearing, and advanced order types. It contrasts this design with centralized exchanges, noting claims of faster execution and…

CryptoPerpetual futuresTechnical indicatorsMarket microstructure
OKX Learn

The article surveys stablecoin developments involving Plasma, USD.AI, USDT, and Binance. It describes Plasma as a Bitcoin-based network designed for stablecoin transfers, with a claimed zero-fee mechanism intended to support payments and remittances. USD.AI…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The document uses YZY, a Solana meme token associated with a celebrity, to illustrate how perpetual contracts can give traders leveraged exposure without owning the token. It describes derivatives as tools for both speculation and hedging, and reports…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

This dated market commentary compares Bitcoin and Ether derivatives conditions during a period of falling spot prices. It reports that Ether options implied volatility remained at a 10–15 point premium to Bitcoin across maturities. Short-dated Bitcoin…

CryptoFuturesOptionsVolatility
OKX Learn

The document announces RLUSD, a US dollar-pegged stablecoin issued on the XRP Ledger and Ethereum, being integrated into OKX’s Unified Order Book. It says the token is backed by segregated cash and cash-equivalent reserves and redeemable one-for-one for…

CryptoSpot marketsPerpetual futuresExecution
OKX Learn

The guide explains perpetual futures as derivatives without a fixed expiration date and distinguishes them from traditional dated futures. It describes funding payments between long and short positions as a mechanism intended to keep a perpetual contract…

CryptoDerivatives pricingPerpetual futuresRisk management
OKX Learn

This overview explains basic risks and safeguards in cryptocurrency trading. It describes how leverage magnifies exposure, noting that at 1000x leverage a small adverse price move can trigger liquidation. It recommends stop-loss orders, smaller positions,…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document reviews Ethereum’s 2014 token sale and connects the funds raised to development of a blockchain that supports smart contracts and decentralized applications. It frames that launch as an influential fundraising example, then surveys later themes:…

CryptoDeFiFuturesPerpetual futures
OKX Learn

The document describes an integration linking Polymarket prediction markets with Hyperliquid’s decentralized perpetual futures exchange. It says Hyperliquid deposits can be used to fund Polymarket activity, reducing friction for users moving between the two…

CryptoDeFiPerpetual futuresSentiment
OKX Learn

The document reviews a volatile period in crypto markets, reporting liquidation totals ranging from $375 million to more than $900 million over 24 hours. It identifies Bitcoin and Ethereum as the largest contributors and notes that smaller altcoins also saw…

CryptoVolatilityRisk managementPerpetual futures
OKX Learn

The document describes PUMP’s launch, market activity, ecosystem, and competitive setting. It reports a sharp 24-hour price rise, a rapid token sale, and substantial spot and perpetual futures trading on Hyperliquid. Positive futures funding is presented as…

CryptoPerpetual futuresSpot marketsSentiment
OKX Learn

The article explains how Solana staking products connect SOL’s proof-of-stake rewards with conventional investment vehicles. Staking ETFs are described as providing SOL price exposure and staking income without requiring investors to manage wallets or…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The article frames PEPE’s price action through technical levels, chart signals, large-holder activity, and futures trading. It describes a break above a prior resistance area, identifies a higher resistance and cites bullish MACD and RSI readings alongside a…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document presents Hyperliquid as a custom layer-one blockchain built around an onchain central limit order book, contrasting that design with automated market makers. It says the platform targets perpetual futures and high-frequency or large-volume…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The document explains Ethena’s USDe as a crypto-collateralized stablecoin that uses perpetual futures positions in a delta-hedging approach intended to limit exposure to crypto price movements and maintain a dollar peg. It also describes an eligible-asset…

CryptoPerpetual futuresDeFiRisk management