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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

5,922 documents

OKX Learn

The article introduces total value locked (TVL), active users, and network infrastructure as measures for examining blockchain ecosystem growth. It describes TVL as the value held in smart contracts and associates higher TVL with liquidity and activity,…

CryptoDeFiOn-chain dataStatistics
OKX Learn

This guide surveys projects on Coinbase’s Base network, grouping them across AI, decentralized exchanges, lending, fixed income, and meme coins. It presents Base’s Ethereum compatibility, low fees, and Coinbase-linked onboarding as factors supporting…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article examines BONK’s planned token burn and its place in the Solana ecosystem. It presents burns as a supply-reduction mechanism whose market effect may be limited in direct economic terms, while attention and community enthusiasm can make the event a…

CryptoOn-chain dataDeFiSentiment
OKX Learn

The guide outlines common ways projects distribute tokens, including rewards for holding assets, testnet participation, staking, liquidity provision, and other community activity. It explains that eligibility rules vary and may include token balances or…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The guide explains the difference between custodial wallets, where a provider controls the keys, and self-custody wallets, where the user controls them. It also distinguishes software wallets from hardware devices, which keep keys offline. The setup steps…

CryptoRisk managementDeFiSpot markets
OKX Learn

The document describes Hyperliquid as a decentralized perpetual futures exchange built on its own Layer 1 blockchain. It emphasizes a fully on-chain order book, claimed throughput above 200,000 transactions per second, and 0.2-second block times as features…

CryptoPerpetual futuresDeFiExecution
OKX Learn

The document describes STON.fi as a decentralized exchange on TON, outlining token swaps, liquidity provision, staking, and yield farming. It reports platform activity and a Series A funding round, then lists planned development including concentrated…

CryptoDeFiMarket microstructureExecution
OKX Learn

The article compares decentralized exchange activity across Solana, Ethereum, and BNB Chain, reporting that Solana exceeded Ethereum in 30-day DEX volume while remaining behind BNB Chain. It attributes Solana’s activity to low fees, throughput, and ecosystem…

CryptoDeFiPerpetual futuresFutures
OKX Learn

The document reviews decentralized exchanges, from peer-to-peer trading to automated market makers that use liquidity pools instead of order books. It also describes perpetual DEXs as venues for leveraged exposure through perpetual futures. Institutional…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document surveys stablecoins’ role in crypto trading and their potential expansion into payments and decentralized finance. It describes their use as fiat-linked assets that traders can use to hedge crypto volatility, and gives figures for their market…

CryptoDeFiRisk management
OKX Learn

The document introduces Toncoin and the TON blockchain, describing proof-of-stake consensus, dynamic sharding, and cross-chain bridges. It explains how Telegram’s integrated wallet aims to simplify access by letting users send, receive, and stake Toncoin in…

CryptoDeFi
OKX Learn

The document reports that Itaú is exploring a stablecoin while awaiting Brazil’s central bank consultation on digital currencies. It places the proposal within the bank’s broader digital asset activity, including participation in DREX, a wholesale central…

CryptoFixed incomeDeFi
OKX Learn

The document describes Plasma as a proposed Bitcoin sidechain for stablecoin transfers, combining claimed Bitcoin settlement security with Ethereum Virtual Machine compatibility. It presents fee-free transfers as a target use case for frequent small…

CryptoDeFiOn-chain data
OKX Learn

The document introduces decentralized physical infrastructure networks (DePIN), where people contribute hardware or other resources to shared services and may receive project tokens. It surveys examples across storage, GPU compute, blockchain data indexing,…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document compares two Web3 infrastructure roles. Chainlink supplies external data to smart contracts through decentralized oracle networks, while The Graph organizes blockchain data into subgraphs that developers can query. It describes their…

CryptoDeFiMulti-assetOn-chain data
OKX Learn

The document outlines Psy Protocol’s proposed approach to blockchain throughput: client-side zero-knowledge proofs, a horizontally scalable state architecture, and a Proof-of-Useful-Work consensus mechanism. It characterizes this consensus as collaborative…

CryptoDeFiMarket microstructureStatistics
OKX Learn

The document describes Zora’s model of issuing ERC-20 tokens linked to creators and their social media content. It presents Creator Coins as a way to connect content, audience participation, and trading, with creators potentially benefiting from trading…

CryptoDeFiOn-chain dataSentiment
OKX Learn

Liquid staking lets users stake crypto assets while receiving tokens that represent their staked positions. Those tokens can remain tradable or be used as collateral and in other DeFi strategies, potentially combining staking rewards with access to…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This guide presents a practical checklist for diagnosing why a crypto wallet will not connect to a decentralized application. It recommends checking basic connectivity, confirming that the wallet is set to the network the application supports, and looking…

CryptoDeFiRisk management
OKX Learn

The document explains how blockchain platforms and smart contracts can support crowdfunding by reducing reliance on intermediaries. It describes direct fundraising from global communities, with code potentially automating fund distribution, milestone…

CryptoDeFiRisk management
OKX Learn

This article examines how a high-profile trader’s activity can shape attention around Solana meme coins, using Unipcs and BONK as its central examples. It describes meme coins as speculative assets whose prices may be influenced by community activity, viral…

CryptoSentimentOn-chain dataDeFi
OKX Learn

The article describes Aave DAO’s approval to expand onto Aptos, a blockchain using the Move programming language, and frames the decision as Aave’s first deployment beyond EVM-compatible networks. It reports that Aave V3 was deployed on the Aptos testnet…

CryptoDeFiRisk managementMulti-asset
OKX Learn

The document presents the XUSD depeg as a case study in how operational losses and leveraged strategies can undermine a stablecoin. It attributes the crisis to a reported loss by an external fund manager, recursive borrowing and reinvestment that raised…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document explains how crypto projects use airdrops to attract early users, raise awareness, and encourage participation, and how staking can make eligibility depend on longer-term engagement. It presents utility, governance, network security, and…

CryptoDeFiOn-chain data