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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 explains how leverage magnifies both gains and losses, using a large Bitcoin short position as an illustration of liquidation exposure. It argues that highly leveraged positions can affect market sentiment and contribute to volatility when…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document presents trading volume, price behavior, social activity, and futures metrics as ways to assess Pepe Coin, a speculative meme token. It says volume has tended to rise during price surges and recommends considering that alongside support and…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The document recounts a sharp XPL price rise and reversal on Hyperliquid, which it attributes to manipulation in a thinly traded pre-market contract. It reports a roughly 200% surge, a short squeeze, estimated trader losses of $60 million, and alleged…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document explains OKX premarket as a venue for trading futures or perpetual-style contracts tied to tokens before their spot listings. Prices form through supply and demand, and eligible users may open positions, use leverage where offered, and close…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

This overview covers several cryptocurrency market developments: added USDC spot pairs, trading bots for strategies including grid trading and dollar-cost averaging, and discounted fees for some USDC-denominated markets. It also describes Ethena’s USDe as…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

This guide explains basic crypto derivatives trading through futures, including perpetual and expiry contracts. It distinguishes long and short exposure and shows how buy and sell actions open or close each position. It also outlines order-entry concepts…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document explains how leveraged futures positions are forcibly closed when margin can no longer cover losses. With high leverage, relatively small price moves can trigger liquidations; those forced closures may add selling pressure, causing further price…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document describes two exchange-traded products listed on European exchanges: EENA, which provides exposure to Ethena’s ENA token, and MORPH, which provides exposure to Morpho’s token. It explains the underlying protocols at a high level. Ethena’s USDe…

CryptoDeFiDerivatives pricingPerpetual futures
OKX Learn

The article reports Bitcoin Core contributors' position that restricting relay of nonfinancial transactions can undermine censorship resistance and push users toward alternative channels. It describes debate over OP_RETURN limits, including concerns about…

CryptoMarket microstructureTechnical indicatorsPerpetual futures
OKX Learn

The article surveys how contracts shape crypto markets through regulation and trading products. It describes CFTC initiatives seeking feedback on spot crypto contracts and leveraged spot trading, and SEC–CFTC collaboration on digital asset classification and…

CryptoDerivatives pricingFuturesPerpetual futures
OKX Learn

The document describes a reported MYX token rally and alleges that a group of wallets accumulated tokens through many small spot purchases before moving them to a centralized exchange. It then says activity shifted to perpetual contracts, where much larger…

CryptoPerpetual futuresSpot marketsMarket microstructure
OKX Learn

The document describes how large Bitcoin holders may use short positions and market activity to profit from price declines. It outlines borrowing or derivatives, leverage, spoofing, stop-loss targeting, coordinated selling, funding rates, and liquidation…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document describes a rise in altcoin futures leverage and a shift in speculative activity toward Ethereum. It uses open interest, futures and perpetual volume shares, stablecoin supply, funding payments, and market capitalization changes to frame the…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document introduces SunPerp as a decentralized perpetual futures venue built on Tron and explains the basic appeal of contracts without expiry. It presents the platform as aiming to combine on-chain trading with a more centralized-exchange-like…

CryptoPerpetual futuresDeFiDerivatives pricing
OKX Learn

The document describes a large investor depositing USDC on a decentralized trading platform and opening short positions across major and smaller cryptocurrencies. It discusses diversification across token sizes, the use of leverage above 50x in some…

CryptoOn-chain dataPerpetual futuresVolatility
OKX Learn

The document reviews factors it associates with a sharp XRP rally: favorable U.S. regulatory developments, expectations around Ripple’s legal dispute with the SEC, increased institutional participation, and broad strength across crypto markets. It points to…

CryptoPerpetual futuresMomentumTechnical indicators
OKX Learn

The article compares three Solana trading protocols. Pacifica is presented as a perpetual futures exchange that grew during a beta period and used a points campaign to attract trading activity. Drift’s Swift Protocol is described as consolidating liquidity…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The article describes Decibel, an Aptos-based on-chain trading platform combining spot markets, perpetual futures, yield strategies, and multi-collateral cross-margin accounts. It presents Aptos’s execution speed and Move-based smart contract environment as…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The document describes PUMP’s planned token sale, pre-market pricing, perpetual contract activity, and Pump.fun’s proposed decentralized social platform. It reports a 33% allocation for sale in private and public phases at $0.004 per token, alongside…

CryptoPerpetual futuresSentimentMarket microstructure
OKX Learn

The article describes how large crypto traders may use leveraged short positions to profit from falling prices. It names leverage ratios from 10x to 40x and points to platforms with deep liquidity, along with macroeconomic events, technical support levels,…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

This overview describes MYX Finance, a decentralized perpetual exchange on BNB Chain and Linea, and the MYX token. It covers the project’s token generation event, exchange listings, supply allocation, vesting, and Matching Pool Mechanism, which is presented…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

The document examines HYPE’s price action alongside whale positioning, Hyperliquid’s trading activity, token buybacks, and ecosystem developments. It describes an ascending triangle with resistance at $40–42, support for a possible move toward $56 or higher,…

CryptoPerpetual futuresTechnical indicatorsSentiment
OKX Learn

The document describes a large ZEC short on Hyperliquid and the pressure created when ZEC rallied sharply. It reports a $31.75 million notional position entered at an average of $293.03, with $24.848 million in added USDC margin. ZEC reportedly reached $750,…

CryptoPerpetual futuresRisk managementVolatility
OKX Learn

The document presents ASTER as a decentralized perpetual-futures exchange and describes its transition from APX through a one-for-one token swap. It highlights support for BNB Chain, Ethereum, Solana, and Arbitrum, alongside cross-chain access and…

CryptoPerpetual futuresDeFiExecution