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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

8,431 documents

OKX Learn

The document describes Dogecoin’s use of Scrypt proof of work, contrasting its memory-intensive mining algorithm with Bitcoin’s SHA-256. It explains that miners validate transactions and add blocks in return for newly issued DOGE and transaction fees. It…

CryptoRisk managementMarket microstructure
OKX Learn

The document introduces Bittensor as a decentralized marketplace for machine learning services, where specialized subnets compete and TAO supports the ecosystem. It describes a capped token supply and scheduled emission halvings, and presents these features…

CryptoMachine learningRisk managementSentiment
OKX Learn

The document explains THORChain’s cross-chain swap model, which allows direct exchange between assets on different blockchains without wrapped tokens or a centralized intermediary. It describes the network as a Cosmos-SDK chain using threshold signatures to…

CryptoDeFiArbitrageMarket microstructure
OKX Learn

The document examines Aptos’s role in tokenizing real-world assets, especially private credit, U.S. Treasury securities, and institutional alternative funds. It reports a 56.28% increase in RWA total value locked over 30 days to $538 million, with $86.93…

CryptoDeFiFixed incomeOn-chain data
OKX Learn

The document surveys factors affecting Cardano’s ADA, combining price levels, on-chain activity, technical indicators, staking, and ecosystem news. It identifies $0.45–$0.50 as a support zone and gives lower potential levels if that range fails. It reports…

CryptoTechnical indicatorsOn-chain dataSentiment
OKX Learn

The document describes Chainlink’s Strategic Reserve and Treasury as mechanisms intended to direct ecosystem revenue toward LINK accumulation and long-term development. It says the reserve draws on enterprise payments, protocol fees, and other sources, with…

CryptoDeFiOn-chain dataSentiment
OKX Learn

This article uses TRON network activity, stablecoin transfers, DeFi measures, and market indicators to discuss the ecosystem’s growth. It reports rising active addresses and daily transactions, alongside substantial USDT transfer volume, and argues that low…

CryptoOn-chain dataDeFiTechnical indicators
OKX Learn

This article introduces staking yield as rewards earned by locking tokens to support network functions, often expressed as an annual percentage yield that reflects compounding. It says yields can vary with staking participation, token inflation, and platform…

CryptoDeFiRisk managementCarry
OKX Learn

This overview compares ASTER, Hyperliquid, and Lighter through the features and growth tactics it attributes to them. It describes airdrops and points programs as ways to attract trading activity, while noting that initial incentives may not sustain…

CryptoDeFiMarket microstructureExecution
OKX Learn

This guide outlines a process for correcting errors on U.S. crypto tax returns. It recommends collecting transaction histories from exchanges, wallets, and DeFi platforms; recalculating gains, losses, and income; and using Form 1040-X to amend a return, with…

CryptoRisk management
OKX Learn

The document introduces ENA as Ethena’s governance token and describes token voting, staking, and liquidity provision as roles within the protocol. Its main trading concept is USDe, a synthetic stablecoin described as combining staked ETH with short futures…

CryptoDeFiDerivatives pricingRisk management
OKX Learn

The document describes Sei as a Layer 1 blockchain designed for trading applications, including decentralized exchanges. It highlights an on-chain order-matching engine, parallel transaction execution, and a consensus approach called Twin-Turbo. The article…

CryptoMarket microstructureExecutionDeFi
OKX Learn

The document explains the distinction in a July 2023 U.S. federal court ruling between certain direct institutional XRP sales and programmatic sales on public exchanges. It says the court treated some institutional sales as securities transactions under the…

CryptoUS marketsEvent-driven
OKX Learn

The document defines the crypto long-short ratio as the number of long positions divided by the number of short positions. A value above one means the measured positions include more longs than shorts, while a value below one means more shorts. It describes…

CryptoSentimentTechnical indicatorsFutures
OKX Learn

The document reviews the distribution of recovered Bitcoin and Bitcoin Cash to Mt. Gox creditors and considers why the event drew attention from market participants. It identifies possible selling by creditors as a source of supply pressure, while reporting…

CryptoEvent-drivenSentimentOn-chain data
OKX Learn

The document explains gold-backed tokens as blockchain assets tied to physical gold, with token units representing either a stated weight or an ounce-based claim. It profiles XAUT, PAXG, DGX, and GLC, comparing their described backing, custody and audit…

CryptoCommoditiesSpot marketsRisk management
OKX Learn

The document outlines how Pi Network users may prepare for a potential airdrop. It names identity verification through the in-app KYC process and building a security circle as steps associated with eligibility or mining participation. It also recommends…

CryptoOn-chain data
OKX Learn

The document explains LayerZero’s ZRO buyback as a tokenomics measure intended to reduce circulating supply and support confidence. It links future buybacks to Stargate revenue, describing an arrangement that directs a portion of that revenue to ZRO buybacks…

CryptoDeFiSentimentRisk management
OKX Learn

The document explains that a market order seeks immediate execution against the best available prices, while a limit order specifies a price and may remain unfilled. Market orders can suit situations where execution speed matters, but the final fill price is…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The document surveys Litecoin’s price outlook through technical indicators, whale and miner behavior, derivatives data, network measures, and possible ETF approval. It describes price trading near a long-term support area after rejection at a moving average,…

CryptoTechnical indicatorsOn-chain dataFutures
OKX Learn

The document presents a bullish interpretation of Cardano’s market in 2025, combining futures activity, chart patterns, whale behavior, funding rates, and ecosystem developments. It cites a mid-August futures volume surge, record open interest, accumulation…

CryptoFuturesBreakoutTechnical indicators
OKX Learn

This article describes PolkaTrader as a planned AI-driven news and trading service tied to the Polkastarter ecosystem. Access is described as requiring either a minimum POLS holding or prior participation in a Polkastarter sale. The piece argues that this…

CryptoEvent-drivenSentimentTechnical indicators
OKX Learn

This overview compares three prominent stablecoins by issuer, backing, governance, and stated transparency. It describes USDT as centrally issued and reserve-backed, while noting scrutiny of its reserve disclosures; USDC as centrally managed with dollar…

CryptoDeFiRisk management
OKX Learn

This article describes features of South Korea’s crypto market that may shape short-term prices: exchange listing announcements, launch-day trading restrictions, token unlocks, local trading activity, capital controls, and political events. It cites ZORA’s…

CryptoMarket microstructureEvent-drivenVolatility