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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 discusses a proposed faster SEC review timeline for spot crypto ETFs, alongside disclosure expectations covering crypto-specific risks and ETF operations. It connects the proposal to potential interest in XRP and other tokens, and describes…

CryptoUS marketsEvent-drivenSentiment
OKX Learn

The article compares Ethereum and BNB Smart Chain across consensus, fees, scalability, applications, and user bases. It describes Ethereum’s transition to proof of stake and its use of Layer 2 networks to address throughput and cost constraints. BNB Smart…

CryptoDeFiMarket microstructure
OKX Learn

The article frames altcoin season as a period when alternative cryptocurrencies outperform Bitcoin, associating it with speculation, investor interest, liquidity, and new use cases. It discusses PancakeSwap’s monthly CAKE burns, cross-chain swaps, and DeFi…

CryptoDeFiOn-chain dataSentiment
OKX Learn

The document describes Shiba Inu’s proposed move from meme-coin branding toward an ecosystem that combines centralized and decentralized AI. It outlines six AI categories and emphasizes Creative AI, with possible applications in gaming, content creation,…

CryptoMachine learningSentimentOn-chain data
OKX Learn

The article defines altseason as a period when altcoins outperform Bitcoin and describes declining Bitcoin market-cap dominance as a possible sign of capital rotating toward other tokens. It presents the Altcoin Season Index as a more explicit measure:…

CryptoMomentumStatisticsMarket microstructure
OKX Learn

This opinion piece considers Michael Saylor’s proposal that Apple allocate corporate capital to Bitcoin instead of relying on stock buybacks. It frames the proposal around capital allocation and shareholder value, arguing that Bitcoin’s past appreciation,…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

The guide explains staking as participation in proof-of-stake networks, where holders lock or delegate tokens to support validation and receive rewards. It contrasts staking with proof-of-work mining and describes direct validation and platform-based…

CryptoRisk managementPosition sizingExecution
OKX Learn

The article frames Bitcoin’s outlook around long-term holder supply, institutional participation, regulatory changes, and new DeFi use cases. It defines long-term holders as investors who have held BTC for at least 155 days and reports a record amount held…

CryptoSpot marketsSentimentOn-chain data
OKX Learn

The document explains how token release schedules shape circulating supply and may affect market activity. It contrasts phased or linear releases, which spread supply over time and can make issuance more predictable, with cliff unlocks, which provide earlier…

CryptoMarket microstructureRisk management
OKX Learn

The document describes SharpLink Gaming’s shift from sportsbook affiliate marketing toward an Ethereum-focused corporate treasury. It says the company holds a large ETH position, aims to expand it, and stakes most of its holdings to earn on-chain yield. The…

CryptoEquitiesOn-chain dataDeFi
OKX Learn

The article describes several factors that it says support positive sentiment around Chainlink’s LINK token: community discussion, oracle services for real-world-asset tokenization, adoption of the Cross-Chain Interoperability Protocol, integration with…

CryptoSentimentOn-chain dataDeFi
OKX Learn

The article considers the reported memecoin and stablecoin initiatives associated with Donald Trump, focusing on how a political figure’s financial interests could intersect with public service. It raises potential conflicts of interest, foreign investment…

CryptoSentimentVolatilityUS markets
OKX Learn

The article describes rising activity on Avalanche decentralized exchanges and attributes it to retail and institutional participation, memecoin speculation, gaming, DeFi projects, and platforms such as Blackhole and LFJ. It reports September 2025 DEX volume…

CryptoDeFiSpot marketsOn-chain data
OKX Learn

The guide explains that a Bitcoin wallet manages the keys used to authorize transactions rather than holding coins themselves. It contrasts custodial wallets, where a service controls the keys, with non-custodial wallets, where users manage private keys and…

CryptoSpot marketsRisk management
OKX Learn

The document introduces an exchange-connected toolkit that lets AI agents request market data, manage portfolios, and place spot, derivatives, and conditional orders through a Model Context Protocol interface or command-line client. It describes a workflow…

CryptoExecutionPerpetual futuresOptions
OKX Learn

The document describes the Avalanche network's Granite upgrade in terms of passwordless authentication, lower cross-chain transaction costs, faster confirmations, and mobile security. It connects these network changes to AVAX, noting a reported November…

CryptoSpot marketsOn-chain data
OKX Learn

The document compares centralized finance (CeFi) services, operated by companies that hold customer assets, with decentralized finance (DeFi) applications that use smart contracts and user-controlled wallets. It outlines differences in custody, onboarding,…

CryptoDeFiRisk management
OKX Learn

The document introduces ZeroBase Token as an Ethereum-based asset associated with zero-knowledge technology and privacy-focused applications. It describes a multi-exchange launch with KRW, BTC, and USDT pairs, and gives examples of temporary trading…

CryptoOn-chain dataMarket microstructureRisk management
OKX Learn

The document describes Bhutan’s National Digital Identity platform and its reported move from Polygon to Ethereum. It frames the system around self-sovereign identity, where citizens control digital credentials, and says cryptographic proofs and…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document explains how an exchange-mediated on-chain yield product connects users to Proof-of-Stake staking and DeFi strategies. It distinguishes network or protocol-generated returns from yields paid through a centralized platform, and outlines the basic…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The guide introduces the centralized exchange model using OKX as an example. A company operates the venue, holds customer assets in custodial wallets, applies identity checks, and provides access to spot and derivatives markets. It contrasts this setup with…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article compares three crypto networks through their stated strengths: Zcash offers optional transaction privacy using zk-SNARKs and supports both shielded and transparent transfers; Ethereum hosts smart contracts, decentralized applications, and DeFi…

CryptoDeFiOn-chain dataSentiment
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