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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 explains leverage as using margin to control a position larger than the trader’s posted capital. It illustrates the proportional effect with a crypto derivatives example: a position opened at ten times leverage gains or loses half its margin…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article explains memecoins as tokens associated with internet memes and communities, often with limited utility or intrinsic value. It describes social media attention, novelty, community identity, and fear of missing out as sources of interest, and…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document recounts several large ZEC positions on Hyperliquid to illustrate leverage, profit-taking, and margin management. It describes a profitable long that was partially reduced after a correction, another long that was cut at a loss, and a highly…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article compares crypto spot markets, where traders exchange assets directly, with derivatives markets, where contracts provide exposure without direct ownership. It reports that derivatives volumes exceeded spot volumes in 2024, perpetual swaps…

CryptoDerivatives pricingPerpetual futuresMarket microstructure
OKX Learn

The article reviews factors said to shape Avantis (AVNT) price activity, including volatility, trading volume, exchange access, derivatives interest, and South Korean market participation. It lists support near $1.75 and $0.90, and resistance near $2.33 and…

CryptoTechnical indicatorsPerpetual futuresVolatility
OKX Learn

The article surveys reported growth in decentralized perpetual futures exchanges and compares activity across Aster, Hyperliquid, and Lighter. It cites September 2025 volume figures, including a combined market milestone above one trillion dollars and…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document describes Hyperliquid’s decentralized perpetuals platform through its reported trading activity, blockchain design, token incentives, and ecosystem. It attributes the platform’s performance to a proprietary Layer 1 using HyperBFT, claiming…

CryptoPerpetual futuresMarket microstructureDeFi
OKX Learn

The document contrasts two Hyperliquid Liquidity Provider (HLP) episodes to illustrate how a liquidity provider can face opposite outcomes during sharp token price moves. In the XPL example, the token reportedly rose by more than 200% in two minutes after…

CryptoMarket makingVolatilityRisk management
OKX Learn

The document outlines crypto short selling: borrow an asset, sell it, then repurchase it to return the borrowed amount, with potential profit if the price falls. It explains how margin and leverage enlarge exposure relative to posted capital, while also…

CryptoPerpetual futuresRisk managementExecution
OKX Learn

The document describes MITO as a layer-1 project intended to connect assets across blockchains and reduce fragmented DeFi liquidity. It discusses a planned Binance spot and perpetual futures listing, noting that perpetual contracts provide price exposure…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The document presents Galaxy Digital’s reported $125 million USDC deposit into Hyperliquid as an example of institutional participation in decentralized trading. It describes Hyperliquid as a venue for spot and derivatives trading, then introduces…

CryptoPerpetual futuresArbitrageRisk management
OKX Learn

The document discusses continuous trading for Bitcoin and Ethereum futures on a regulated derivatives venue. It explains that round-the-clock access can let traders in different time zones respond to price moves, hedge exposure, and adjust positions outside…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document explains Ethena USDe’s synthetic dollar design, which pairs crypto collateral with short perpetual futures positions intended to offset changes in collateral value. It describes a basket that may include ETH, BTC, liquid-staking tokens, and…

CryptoPerpetual futuresRisk managementDeFi
OKX Learn

The document examines WLFI’s token supply release plan, governance concentration, speculative trading, and proposed connection to the USD1 stablecoin. It says 20% of supply is initially released, with the remaining 80% subject to community votes through a…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document surveys several BNB Smart Chain projects, focusing on ASTER, a perpetual futures decentralized exchange, STBL, a stablecoin protocol, and the MAXI Doge presale. It describes ASTER’s reported total value locked and its merger with APX, and…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The article explains how leveraged crypto positions can be forcibly closed when margin requirements are no longer met. It describes how leverage magnifies both gains and losses, and how sharp price moves, large trades, macroeconomic news, or thin weekend…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document presents Mantle’s MNT token through technical indicators, exchange activity, and ecosystem context. It cites RSI, MACD, and exponential moving averages as evidence of bullish momentum, with support identified at $1.079 and $0.68 and resistance…

CryptoTechnical indicatorsMomentumPerpetual futures
OKX Learn

The article describes PancakeSwap’s on-chain perpetual contracts referencing U.S. stocks, including Apple, Amazon, and Tesla. It explains that perpetuals have no expiry and allow traders to speculate on price changes without owning the underlying shares. The…

CryptoEquitiesPerpetual futuresDeFi
OKX Learn

The document outlines the CFTC’s Crypto Sprint, an initiative to consider spot crypto asset contracts on CFTC-registered futures exchanges. It describes these contracts as settling in the underlying digital asset and frames them as a way to connect spot and…

CryptoFuturesSpot marketsPerpetual futures
OKX Learn

The document explains that leverage increases exposure by borrowing or using leveraged products, magnifying both gains and losses. It gives examples of leverage multiples and describes leveraged ETFs as targeting a multiple of an underlying asset’s daily…

CryptoPerpetual futuresRisk managementOn-chain data
OKX Learn

The document introduces perpetual contracts as crypto derivatives without expiry, allowing exposure to price changes without holding the underlying asset. It describes exchange practices around listing contracts for new tokens and emphasizes liquidity needs…

CryptoPerpetual futuresFuturesRisk management
OKX Learn

The document describes Pendle’s yield-tokenization model, which separates a yield-bearing asset into Principal Tokens representing principal and Yield Tokens representing future yield. Traders can use the components to seek a fixed yield or speculate on…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document discusses whale activity involving ETH, LDO, and ENA, then connects those flows to sentiment, leverage, and risks in altcoin markets. It reports a whale’s ETH sale and subsequent allocation of USDC between LDO and ENA, alongside claims of…

CryptoOn-chain dataRisk managementSentiment
OKX Learn

The document describes large leveraged short positions in Ether and Bitcoin and considers how whale activity can affect crypto prices and sentiment. It reports the positions’ stated sizes and leverage, unrealized gains, and liquidation exposure, while…

CryptoPerpetual futuresOn-chain dataSentiment