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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 introduces Starknet as an Ethereum Layer 2 that processes transactions off-chain and posts cryptographic proofs to Ethereum. It explains the intended tradeoff: increase transaction capacity and reduce fees while inheriting Ethereum verification…

CryptoDeFiOn-chain data
OKX Learn

The document surveys Hyperliquid’s position in on-chain perpetual futures, citing $1.57 trillion in annual trading volume and describing growth in trading activity, order-processing capacity, and institutional interest. It highlights sub-second finality and…

CryptoPerpetual futuresDeFiOn-chain data
OKX Learn

The document describes BONK as a Solana-based meme token whose adoption is tied to community activity, including airdrops and token burns, as well as integrations in DeFi and NFT ecosystems. It contrasts BONK’s blockchain connections with meme coins such as…

CryptoSentimentVolatilityDeFi
OKX Learn

The document explains Worldcoin’s proposal to verify that users are unique people through iris scanning, linking a biometric check to a digital identity and offering WLD tokens as an incentive to participate. It frames the approach as a response to…

CryptoDeFiRisk management
OKX Learn

The article compares reported 2025 net flows for Ethereum and Base with their 2024 figures, and notes that Base’s stablecoin supply had plateaued. It treats stablecoin supply and flows as indicators of network liquidity and activity. It also reports Tron’s…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The article contrasts Bitcoin’s role as a scarce, proof-of-work asset with Ethereum’s programmable platform for smart contracts and decentralized applications. It notes Bitcoin’s stated 21-million supply cap and Ethereum’s shift to proof of stake in 2022. It…

CryptoDeFiPortfolio construction
OKX Learn

The guide explains SOL staking as delegating tokens to validators in return for network rewards. It distinguishes APY, which includes compounding, from APR, and identifies validator commissions and performance, network inflation, and the total amount staked…

CryptoDeFiCarryRisk management
OKX Learn

The document explains Pendle’s division of yield-bearing assets into principal tokens (PT), representing principal value, and yield tokens (YT), representing future yield. Trading these claims separately lets users express views on principal and yield…

CryptoDeFiFixed incomeCarry
OKX Learn

The document outlines Loomlay as a no-code platform for creating and connecting autonomous AI agents, with LAY used for transactions, agent runtime, and plugin access. It says newly launched agent tokens are paired with LAY through one-sided Uniswap v3…

CryptoDeFiMachine learningSpot markets
OKX Learn

The document recounts Shiba Inu’s 2021 rally and attributes its rise to community participation, social media attention, and wider interest in meme coins. It describes the token’s large circulating supply and waning interest in meme assets as headwinds, then…

CryptoSentimentOn-chain dataDeFi
OKX Learn

This beginner guide introduces Solana as a Layer 1 blockchain and distinguishes the network from SOL, its native token for fees and staking. It explains Proof of History as a cryptographic ordering mechanism and describes Sealevel as technology for…

CryptoDeFiSpot marketsExecution
OKX Learn

The article presents Polkadot as infrastructure for tokenizing real-world assets and connecting traditional finance with decentralized finance. Its central technical concepts are the multichain architecture, parachains, shared security, and cross-chain…

CryptoDeFiMulti-assetMarket microstructure
OKX Learn

The article describes changes in the memecoin market, emphasizing fragmented liquidity, more modest return expectations, and a shift from promotion toward transparency, utility, and community engagement. It discusses how shallow liquidity can make large…

CryptoMarket microstructureSentimentRisk management
OKX Learn

The document introduces Jasmycoin as an Ethereum-based token associated with a Japanese company focused on Internet of Things and blockchain technology. It describes the project’s stated aim of letting users control and monetize personal data, with JASMY…

CryptoDeFiSpot marketsOn-chain data
OKX Learn

The document surveys competition between Aster and Hyperliquid in decentralized perpetual futures. It describes Aster’s stealth limit orders and multichain support, Hyperliquid’s USDH stablecoin, and the role of backing, token launches, and platform…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document summarizes an OKX Ventures report on stablecoins, emphasizing the prominence of USDT and USDC and their role in digital markets. It presents the reserves and reported earnings of Tether during 2023 as evidence of resilience and profitability…

CryptoDeFiFixed incomeMarket microstructure
OKX Learn

The document summarizes a 2025 analysis of decentralized exchanges, focusing on chain-level trading patterns, liquidity, developer activity, and emerging derivatives markets. It describes Solana as strong in retail-driven volume, with pump.fun activity…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document introduces DeepSeek and explains that the company has said it did not issue a cryptocurrency. It therefore characterizes tokens using the DeepSeek name as inspired by the AI platform, rather than establishing them as official assets. This…

CryptoDeFiExecutionRisk management
OKX Learn

The article compares a potential U.S. spot Solana ETF with existing Solana-linked products and direct SOL ownership. It explains that a spot ETF would hold SOL, while trusts, exchange-traded products, or notes may use different structures, including…

CryptoSpot marketsDerivatives pricingDeFi
OKX Learn

The document introduces TaikoSwap as a decentralized exchange on the Taiko Ethereum Layer 2 network. It describes the network as a Type 1 rollup and frames lower fees and faster transactions as advantages over Ethereum mainnet. The exchange’s initial…

CryptoDeFiSpot markets
OKX Learn

The article describes BitMine Immersion Technologies’ effort to build a large Ethereum treasury, with a stated target of 5% of ETH supply. It presents staking through validator operation and participation in DeFi liquidity protocols as sources of yield, and…

CryptoDeFiCarryRisk management