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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

5,922 documents

OKX Learn

The document describes a proposed fiat-to-crypto payment flow that combines Mastercard’s card network with Chainlink’s interoperability infrastructure. It presents the arrangement as a way for users to convert card payments into on-chain digital assets, with…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article outlines Somnia’s claimed staking and liquidity reward model within an EVM-compatible Layer 1 network. It describes rewards for validators and delegators as incentives for network participation and security, and says SOMI has a fixed supply of…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article describes the Cardinals Protocol as an upgrade intended to improve Dogecoin transaction capacity, speed, and fees, with the goal of enabling uses such as staking, yield farming, and token swaps. It also introduces DogeUni, a browser wallet said…

CryptoDeFiOn-chain dataSentiment
OKX Learn

The document introduces BTFS, a peer-to-peer file storage system associated with TRON, and describes its proposed role in supporting decentralized applications, DeFi projects, and NFT metadata. It also outlines a BTT-based payment and participation model,…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document explains how Ethereum staking can affect tradable supply, investor behavior, and network infrastructure. It reports that staking participation reached more than 28% of ETH supply, while exchange balances fell from above 32 million ETH to below…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document describes STBL as a protocol with three tokens: USST for stablecoin use, YLD for capturing and redistributing ecosystem yield, and STBL for governance. It contrasts this structure with conventional fiat-backed stablecoins and says the protocol…

CryptoDeFiVolatilityRisk management
OKX Learn

The article surveys Sui’s Layer 1 design and the adoption signals it associates with the token’s prospects. It highlights the Move programming language, Mysticeti consensus, parallel transaction processing, and onboarding features such as ZK-Login and…

CryptoDeFiOn-chain dataSentiment
OKX Learn

The document outlines Linea as an Ethereum Layer 2 using zkEVM technology, then describes its token design, adoption claims, and competitive position. It says transaction fees are split between buying and burning LINEA and burning ETH. It also points to…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article describes how Raydium’s LaunchLab token-launch platform and programmatic buybacks are intended to affect RAY token supply. It says a portion of LaunchLab trading fees is allocated to repurchasing RAY, while token creators can use bonding curves…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The article explains Fusaka as a planned Ethereum network upgrade, placing it alongside earlier changes such as the Merge and Dencun. It describes the upgrade’s intended focus on data availability and Layer 2 scaling through PeerDAS and expanded blob…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article frames Ethereum as being in a bullish market phase and reviews indicators and adoption themes offered in support. It discusses Net Unrealized Profit/Loss as a measure of holders’ unrealized gains and the Market Value to Realized Value ratio as a…

CryptoOn-chain dataTechnical indicatorsDeFi
OKX Learn

The guide explains Polkadot as a multichain network in which a Relay Chain coordinates and secures connected parachains. It describes Nominated Proof-of-Stake, where validators secure the network and nominators stake DOT in support of validators. DOT also…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article describes GRVT as a hybrid decentralized exchange that combines a centralized order book with decentralized settlement. The proposed design aims to provide quick order matching and liquidity while allowing users to retain custody of assets. It…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains liquid staking tokens as instruments that represent staked assets while remaining transferable, allowing holders to retain liquidity while receiving staking rewards. It describes a Jito Labs petition, supported by several industry…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document describes Pump.fun as a Solana platform for creating and trading meme coins, with a bonding curve that adjusts token prices as supply and demand change. It outlines the platform’s development from a launchpad to an ecosystem that includes its…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document recounts a reported $4.5 million CrediX exploit in which attackers gained admin and bridge privileges through a multisignature wallet, minted unbacked tokens, and drained liquidity pools. It describes the incident as a failure of wallet security…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The article describes zkWASM as a way to combine zero-knowledge proofs with WebAssembly execution. Zero-knowledge proofs can let a verifier check a claim without seeing the underlying information, while WebAssembly provides a runtime for applications written…

CryptoDeFiMachine learning
OKX Learn

The document introduces Linea as an Ethereum Layer 2 using zkEVM technology to batch transactions and submit proofs to Ethereum. It describes a dual-burn design intended to link network activity with reductions in ETH and LINEA supply, and says transaction…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The article surveys several crypto market themes: large traders using decentralized platforms for leveraged positions, meme token launches and tokenomics, presale promotion, and utility tokens in Web3 games. Its trading discussion mentions stablecoin-funded…

CryptoDeFiPerpetual futuresSentiment
OKX Learn

The document describes BTCS’s Ethereum-focused business model, combining a large ETH treasury with staking and block-building services. It presents the company’s DeFi and traditional finance approach as a way to generate yield, fund growth, limit shareholder…

CryptoDeFiRisk managementCarry
OKX Learn

The article proposes several themes for comparing altcoins: real-world utility, scalability, interoperability, emerging technology, and institutional adoption. It contrasts meme coins, which it associates with fading social attention and trading activity,…

CryptoSentimentRisk managementDeFi
OKX Learn

This article surveys Web3 developments in financial access, stablecoins, startup support, leadership, social platforms, and decentralized AI. It describes BreadAfrica as connecting crypto and fiat services across several African countries, with emergency…

CryptoDeFiMachine learningMulti-asset
OKX Learn

This overview describes seven themes in crypto development: community governance, token distribution, exchange security, cross-chain connectivity, meme culture, manipulation controls, and added DEX features. It presents DAOs as a way for token holders to…

CryptoDeFiMarket microstructure
OKX Learn

This guide explains liquid staking derivatives (LSDs) as tokens representing assets deposited into proof-of-stake staking pools. Unlike conventional staking, which may restrict access during a lockup or unstaking period, LSDs can often be traded or used in…

CryptoDeFiRisk managementExecution