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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
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 explains cross-exchange crypto arbitrage: buying an asset where its price is lower and selling where it is higher, while accounting for whether the spread survives execution. It illustrates the idea with a Bitcoin price difference across two…

CryptoArbitrageFuturesSpot markets
OKX Learn

The document describes bull markets as sustained periods of rising asset prices and reviews historical episodes, economic influences, and investor sentiment. It suggests spreading exposure across growth and value stocks, diversifying among sectors, and using…

EquitiesTrend followingPortfolio constructionRisk management
OKX Learn

The document introduces decentralized exchanges and automated market makers as infrastructure for permissionless crypto trading. It explains that AMMs replace order books with liquidity pools and describes the constant product pricing model, where a pool’s…

CryptoDeFiMarket makingRisk management
OKX Learn

The article compares decentralized and centralized crypto exchanges through the themes of trading activity, custody, privacy, technology, and regulation. It reports a DEX-to-CEX volume ratio of 0.23 and interprets this as evidence of growing interest in…

CryptoDeFiMarket microstructureExecution
OKX Learn

The article outlines how AI trading systems use machine learning, reinforcement learning, and natural language processing to find patterns, interpret text sentiment, and automate strategy decisions. It describes backtests and scenario simulations as ways to…

Machine learningBacktestingSentimentRisk management
OKX Learn

The article surveys changes in cryptocurrency mining, focusing on renewable power, ESG practices, cloud mining, AI operations, industry partnerships, and pressure to improve efficiency around Bitcoin halvings. It describes cloud mining as renting capacity in…

CryptoMachine learningRisk management
OKX Learn

The document outlines factors a prospective user might examine when assessing Pi Network. It describes the project’s mobile-based coin earning model, its testing status, and the reported absence of mainstream exchange trading for Pi coins. It also points to…

CryptoRisk management
OKX Learn

The document explains Pendle’s division of yield-bearing assets into Principal Tokens (PT) and Yield Tokens (YT). PT represents a claim to principal and is framed as a way to lock in a yield, while YT represents future yield and gives exposure to changes in…

CryptoDeFiRisk management
OKX Learn

The document introduces Optimism as an Ethereum layer-two network using optimistic rollups to process transactions away from the main chain while relying on Ethereum for security. It describes OP as a governance token and presents the Superchain as an effort…

CryptoDeFiTechnical indicators
OKX Learn

The document describes IKA, formerly dWallet Network, as a protocol intended to let Sui contracts coordinate assets on other blockchains. Its dWallet design distributes key shares among network nodes, while a 2PC-MPC scheme supports signing without exposing…

CryptoDeFiMulti-asset
OKX Learn

The document describes Irys as a Layer 1 network combining data storage with smart contract execution, including an EVM compatible execution layer. It explains that IRYS is used for storage and execution fees and for governance, and presents the project’s…

CryptoSpot marketsEvent-drivenRisk management
OKX Learn

The document surveys developments it associates with XRP Ledger adoption, with emphasis on an EVM compatible sidechain that could let developers deploy Ethereum style smart contracts and decentralized applications in the XRPL ecosystem. It also describes…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document outlines how a proposed Cardano ETF could affect ADA access and institutional participation. It attributes a stronger case for approval to an asserted U.S. commodity classification and Grayscale’s application, and says an ETF could let investors…

CryptoEvent-drivenRisk managementUS markets
OKX Learn

The article surveys factors that could affect approval and demand for XRP-focused exchange-traded funds. It describes a faster SEC review timeline and generic listing standards as potential routes for expanding crypto ETF offerings, and cites reported…

CryptoEvent-drivenTechnical indicatorsOn-chain data
OKX Learn

The article describes Tron’s planned feature that would let USDT cover transaction fees, removing the need for users to hold TRX for that purpose. It frames the change as a response to Tron’s energy-and-bandwidth fee model and compares the costs cited for…

CryptoDeFiSpot marketsExecution
OKX Learn

The document describes maximal extractable value as profit gained by changing transaction order, insertion, or censorship. It focuses on bots that front-run, back-run, or sandwich trades, arguing that their speculative transactions consume blockspace and can…

CryptoDeFiArbitrageExecution
OKX Learn

The document explains how Web3 airdrops are used for user acquisition, community building, governance, and ecosystem growth. It distinguishes incentive-based distributions, which reward actions such as staking or providing liquidity, from community-focused…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This comparison evaluates Cardano and Solana through ecosystem breadth, developer activity, transaction costs, speed, and decentralization concerns. It characterizes Cardano as research-led and methodical, with meaningful development activity but a less…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document introduces BUIDL, a tokenized money market fund issued by Securitize for BlackRock, and describes its availability to eligible customers in the UAE through OKX. It presents the token as designed to maintain a one-dollar value, with fund yield…

CryptoFixed incomeCarrySpot markets
OKX Learn

The document describes Fusaka as an Ethereum protocol upgrade intended to increase transaction and data capacity. Its listed changes include a per-transaction gas cap, a higher block gas limit, Peer Data Availability Sampling (PeerDAS), and phased increases…

CryptoDeFiMarket microstructureRisk management
OKX Learn

This guide explains how to move crypto from an OKX exchange account to a private wallet. It covers preparing a wallet and backing up its recovery phrase, locating the exchange withdrawal flow, entering a receiving address, choosing a compatible blockchain…

CryptoExecutionRisk managementSpot markets
OKX Learn

The article considers how to assess VINE when information about its origins, team, tokenomics, community, and exchange listings is limited. It points to transparency, documented utility, supply and distribution details, and a credible roadmap as areas that…

CryptoRisk managementSpot markets
OKX Learn

The article examines Block’s reported addition to the S&P 500 and its implications for fintech and cryptocurrency exposure. It argues that index-tracking fund demand for Block shares could give investors indirect exposure to Bitcoin through the company’s…

CryptoEquitiesUS marketsRisk management