Skip to content

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 document outlines Sophon as a Layer 2 network using Validium and the ZK Stack, connected to Ethereum and associated with ZKsync’s Elastic Chain vision. It attributes lower fees and higher throughput to Validium, and says Elastic Chains are intended to…

CryptoDeFiRisk management
OKX Learn

The document describes Stellar as a blockchain network for payments and financial services, highlighting stablecoin settlement, cross-border transfers, micro-financing, and tokenized assets. It names PYUSD and EURCV, and discusses institutional examples…

CryptoDeFiSpot marketsExecution
OKX Learn

The document explains Babylon Genesis as a protocol intended to let Bitcoin holders help secure proof-of-stake networks without transferring custody or using wrapped BTC. It highlights multi-staking, where one Bitcoin position can support multiple networks,…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document surveys how cryptocurrencies intersect with conventional finance, focusing on stablecoin rules, institutional adoption, retail protections, mining impacts, and illicit uses. It argues that stablecoin oversight should address backing and…

CryptoDeFiRisk managementUS markets
OKX Learn

The document surveys Avalanche as a platform for decentralized applications and custom blockchains. It describes the Snow consensus protocol as a probabilistic approach combining ideas from classical and Nakamoto consensus, and presents subnets as…

CryptoDeFiStatistics
OKX Learn

The document describes Pump.fun as a Solana marketplace for creating and trading memecoins. It explains that the service abstracts token creation and liquidity management, allowing users to swap SOL without directly managing a liquidity pool. It presents the…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document explains how liquid staking lets proof-of-stake asset holders receive tokens representing their staked positions. Those receipt tokens can be used in DeFi while the underlying assets remain staked and may continue earning rewards. It presents…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document presents Sei as a Layer 1 network designed for trading and decentralized finance. It highlights a consensus mechanism said to deliver 300-millisecond finality and an on-chain order-matching engine intended to reduce latency for decentralized…

CryptoDeFiFuturesPerpetual futures
OKX Learn

The document explains how leverage lets a trader control a position larger than their contributed capital, while increasing both potential gains and losses. It gives a 10× leverage example and notes that adverse price moves can lead to liquidation and loss…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document reviews reported growth in Ethena’s TVL and ENA token during July 2023, then connects those changes to investor activity, institutional involvement, and new uses for USDe. It cites a 50% TVL rise to $8.44 billion, $2.96 billion in inflows, a…

CryptoDeFiTechnical indicatorsMomentum
OKX Learn

The guide explains CeDeFi as a hybrid model that combines centralized services such as compliance, custody, and customer support with DeFi features such as smart contracts, on-chain activity, and cross-chain access. It contrasts CeFi, DeFi, and CeDeFi across…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The article examines celebrity-backed meme coins through the YZY launch and compares its pattern with $TRUMP and LIBRA. It describes hype-driven price surges followed by sharp declines, linking the risks to concentrated token ownership, insider access,…

CryptoSentimentRisk managementMarket microstructure
OKX Learn

The document sketches a progression from early decentralized exchanges, through liquidity mining and yield farming, to proposed DeFi applications using artificial intelligence and machine learning. It describes predictive models, autonomous agents that…

DeFiCryptoMachine learningRisk management
OKX Learn

The document presents Aethir as a blockchain-based network that distributes GPU capacity for AI training, data analysis, and cloud gaming. It describes a proposed alternative to centralized cloud providers, with compute resources pooled across a distributed…

CryptoDeFiMachine learningRisk management
OKX Learn

The document surveys BNB’s performance and places it alongside broader altcoin market trends. It attributes BNB’s relative resilience partly to a high share of its supply already circulating, and describes the BNB Chain’s activity and decentralized…

CryptoMomentumCarryDeFi
OKX Learn

The document describes BUIDL as a tokenized money market fund backed by U.S. Treasury bills and other short-term assets. It explains how institutions can use the token as off-exchange collateral while retaining exposure to yield, with custody through…

CryptoFixed incomeDeFiRisk management
OKX Learn

The document introduces Nebulas as a blockchain data search platform and explains its Nebulas Rank scoring system, which considers on-chain activity, liquidity, governance participation, and developer contributions. It describes Proof of Devotion as a…

CryptoOn-chain dataDeFiChina markets
OKX Learn

The document describes SWIFT’s pilot with Linea, an Ethereum Layer 2 network, to explore on-chain messaging and settlement for banks. It presents zk-rollups as a way to bundle transactions and use cryptographic proofs, with the stated aims of improving…

CryptoMulti-assetMarket microstructureDeFi
OKX Learn

The document outlines BakeryToken’s role in BakerySwap, a decentralized exchange and NFT marketplace on Binance Smart Chain. It describes BAKE as a governance token and reports uses involving marketplace transactions, fee distributions, staking, and yield…

CryptoDeFiVolatilitySentiment
OKX Learn

The document presents Jupiter Ultra as a Solana DEX aggregator with features intended to improve trading, including cross-chain access, reduced slippage, protection from MEV attacks, privacy tools, and gasless transactions. It also describes Ultra API token…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article describes Ethena Labs’ reported regulatory difficulties in Germany under the EU’s MiCA framework. It says BaFin raised concerns about capital and reserve management and the classification of sUSDe, after which the company withdrew its…

CryptoDeFiUS marketsRisk management
OKX Learn

The document explains the role of custody services in holding digital assets for institutions and discusses how U.S. regulatory guidance may affect which entities can serve as custodians. It describes SEC no-action letters as allowing certain state-chartered…

CryptoRisk managementUS marketsDeFi
OKX Learn

The document surveys stablecoin use and changes in decentralized exchange design. It describes stablecoins as tools for savings and payments where local currencies are unstable or banking access is limited, as well as assets used in DeFi lending and…

CryptoDeFiSpot marketsExecution