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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
Quantpedia
86 documents
TqSdk
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

8,431 documents

OKX Learn

The document recounts the collapse of ZKasino, a DeFi project accused of failing to return user funds after raising money for a promised platform and token airdrop. It describes on-chain evidence that funds were converted into the project’s token and reports…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document presents Optimum’s proposed decentralized memory layer for blockchains. Its central technique is Random Linear Network Coding (RLNC), which encodes data packets as linear combinations to support network propagation. The article argues that this…

CryptoStatistics
OKX Learn

The document introduces Yearn Finance as a decentralized finance yield aggregator. Users deposit supported assets into smart-contract vaults, which pool funds and allocate them among external strategies such as lending, staking, and liquidity provision.…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document explains crypto copy trading, distinguishing it from mirror trading, where users act on signals themselves, and social trading, which adds community discussion. In copy trading, a follower’s account replicates a lead trader’s positions, though…

CryptoRisk managementBacktestingExecution
OKX Learn

The document describes Skyline’s wrapped cAP3X token, a Cardano-based representation of the AP3X asset on Apex Fusion’s PRIME Chain. It says holders can trade the wrapped token on Cardano platforms, provide liquidity or stake, and transfer assets through the…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document compares three blockchain testnets by their intended technical focus. Somnia is presented as targeting metaverse applications with high throughput, low fees, and Ethereum Virtual Machine compatibility. Monad emphasizes parallel transaction…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document introduces decentralized exchange trading on Avalanche and outlines practical considerations for accessing and holding AVAX. It recommends using a compatible non-custodial wallet, reviewing transaction details and gas fees, and considering…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document surveys corporate digital asset strategies, focusing on Quantum Solutions’ Ethereum holdings and Metaplanet’s Bitcoin accumulation plans. It describes Metaplanet’s preferred shares, which combine fixed income with Bitcoin-linked upside, and its…

CryptoEquitiesRisk managementFixed income
OKX Learn

This article attributes XRP’s reported price strength to regulatory developments, increased professional trading, and broader adoption efforts. It discusses margin trading and perpetual futures as sources of market participation and price discovery, and…

CryptoDerivatives pricingPerpetual futuresDeFi
OKX Learn

The article describes PayFi as a way to combine blockchain payment rails with regulated financial services. Its proposed functions include real-time peer-to-peer transfers, cross-border remittances, stablecoin payments, crypto-backed credit, lending, and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This overview surveys factors shaping institutional cryptocurrency adoption. It highlights portfolio diversification beyond Bitcoin and Ethereum, tokenization of real-world assets, stablecoins, regulated DeFi, and services offered by traditional financial…

CryptoMulti-assetDeFiRisk management
OKX Learn

This weekly market commentary compares BTC and ETH options conditions, focusing on at-the-money implied volatility, volatility term structures, and 25-delta risk reversals. It reports that volatility generally rose, front-end volatility moved above longer…

CryptoOptionsVolatilitySentiment
OKX Learn

The article describes Savings crvUSD (scrvUSD) as a yield-bearing stablecoin in Curve Finance’s ecosystem. It attributes returns to lending and staking activity and says the token is overcollateralized with assets such as Ether and Wrapped Bitcoin. Borrowing…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article explains how leveraged Ethereum positions may be forcibly closed during falling prices and how stop-driven selling can intensify market declines. It describes possible whale responses, including using flash loans to repay or adjust debt, adding…

CryptoVolatilityRisk managementTechnical indicators
OKX Learn

The article reviews Dogecoin ETF filings and the SEC approval process, describing interest from asset managers and the possibility that a regulated fund could make Dogecoin easier to access for traditional investors. It also summarizes Dogecoin’s…

CryptoSentimentTechnical indicatorsUS markets
OKX Learn

The article surveys ways governments and companies may use digital assets, including state-backed Bitcoin mining, corporate Bitcoin purchases financed with debt or equity, crypto-collateralized lending, and futures for hedging. It also discusses regulation,…

CryptoFuturesRisk managementPortfolio construction
OKX Learn

The article defines tokenization as representing rights to physical or intangible assets with digital tokens on a blockchain. It describes fractional ownership as a way to lower the entry cost to assets such as real estate, bonds, equities, and carbon…

CryptoMulti-assetEquitiesFixed income
OKX Learn

The article explains that a leveraged position may be forcibly closed when its margin falls below the required level. When many positions close during a sharp market move, their sell orders can add pressure to falling prices. It identifies large concentrated…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The article introduces Solana’s Proof of History alongside Proof of Stake and links this design to transaction ordering, throughput, and low fees. It also describes the network’s use in decentralized finance and NFT applications, and points to developer…

CryptoTechnical indicatorsSentimentDeFi
OKX Learn

The document describes The Blockchain Group’s shareholder approval of a €10 billion capital-raising authorization, intended to fund further Bitcoin purchases. It reports 95% support among shareholders representing 39% of voting rights, alongside the…

CryptoSpot marketsRisk management
OKX Learn

The article presents Arthur Hayes’s bullish Bitcoin outlook for 2025, tying it to US dollar liquidity, Federal Reserve policy, institutional participation, and Bitcoin’s growing relationship with traditional equity indexes. It reports a possible year-end…

CryptoSentimentUS markets
OKX Learn

The document outlines two approaches for a sideways Bitcoin market. An accumulator buys at a preset strike on repeated intervals until expiry or a knock-out condition. Repeated fills may build a position at a lower average entry when prices remain in the…

CryptoOptionsVolatilityMean reversion
OKX Learn

The document explains two ways to build Bitcoin exposure or collect option premiums when prices are expected to stay within a range. An accumulator schedules purchases at a set strike across intervals and may stop at a knock-out level. It can average entry…

CryptoOptionsVolatilityMean reversion