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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

8,431 documents

OKX Learn

The document profiles Lighter XYZ, a decentralized perpetual exchange built on an Ethereum Layer 2 using ZK-rollup technology. It links the platform’s reported TVL and trading activity to adoption and liquidity, and explains TVL as capital held in smart…

CryptoPerpetual futuresDeFiExecution
OKX Learn

The document describes a shift from periodic customer reviews toward perpetual KYC, where customer risk profiles are updated continuously and reviews can be triggered by events such as unusual transactions or behavioral changes. It presents automation as a…

Machine learningRisk managementCrypto
OKX Learn

The document explains how a prolonged period of higher interest rates may affect cryptocurrency markets and institutional portfolio decisions. Higher rates can make safer assets more attractive and raise discount rates used to value assets with expected…

CryptoOptionsFuturesRisk management
OKX Learn

The article reviews Bakkt’s plan to make Bitcoin a central part of its corporate treasury and frames it as a strategic shift toward crypto infrastructure. It describes three stated priorities: holding core digital assets, optimizing the capital structure,…

CryptoRisk managementPortfolio constructionFixed income
OKX Learn

The article assesses whether Bonk could plausibly reach $1 by relating its token price to its circulating supply and implied market capitalization. Using figures it gives for February 2025, it estimates that a $1 price would imply a market capitalization of…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document explains liquid staking through OKSOL, an OKX-issued token representing staked SOL at a stated 1:1 ratio. Holders can continue earning staking rewards while trading the token or using it as collateral for loans and margin. It describes trading…

CryptoDeFiRisk managementCarry
OKX Learn

Best bid and offer (BBO) describes the highest bid and lowest ask currently displayed in an order book. The document explains that the ask is the lowest price at which a seller is willing to sell, making it the most competitive displayed offer available to a…

ExecutionMarket microstructure
OKX Learn

The document describes JPMorgan’s pilot of JPMD, a permissioned, US-dollar-backed deposit token for institutional clients, on Base, an Ethereum layer-two network. It presents the token as a way to move bank-linked money on-chain and frames the pilot as an…

CryptoDeFiFixed incomeExecution
OKX Learn

The document describes digital asset treasuries as vehicles combining staking rewards with active capital management, often using decentralized finance protocols. It attributes their growth partly to the post-Shanghai availability of unstaked ether and…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document surveys Ethereum’s proof-of-stake transition, proposed protocol-level use of zero-knowledge proofs, and competition from newer layer-one networks. It connects these technical developments to institutional interest in Ethereum for decentralized…

CryptoDeFiChina marketsSentiment
OKX Learn

The document explains Bitcoin’s price through the interaction of a fixed supply and changing demand. It describes protocol factors such as halvings, transaction fees, and mining costs, alongside macroeconomic influences including interest rates, inflation…

CryptoSpot marketsSentimentVolatility
OKX Learn

This overview compares Ethereum’s optimistic rollup model with zero-knowledge proof systems and describes a proposed integration involving Offchain Labs and Succinct. Optimistic rollups assume transactions are valid unless challenged, while zero-knowledge…

CryptoDeFi
OKX Learn

The document explains how Stratum V2 changes communication between Bitcoin miners and mining pools. Its central decentralization feature lets miners construct block templates and choose transactions, potentially reducing pool operators’ control over…

CryptoMarket microstructure
OKX Learn

This guide describes Shiba Inu as an Ethereum-based meme token and outlines factors that may shape its market behavior. It connects price swings to social media attention, exchange listings, ecosystem news, and broader crypto sentiment. It also explains the…

CryptoVolatilitySentimentRisk management
OKX Learn

The article explains a proposed payment flow combining self-custodial wallets, USDC, and card networks such as Visa. Users retain stablecoins in a wallet they control, then convert them to fiat at the point of sale for a conventional payment. The text…

CryptoExecutionOn-chain data
OKX Learn

The document describes Aztec’s Ignition Chain as an Ethereum Layer 2 designed to support private computation with zero-knowledge proofs while retaining verifiability. It explains three stated functions for the AZTEC token: validators stake it to participate,…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article surveys proposed uses of blockchain, artificial intelligence, and smart contracts across finance, agriculture, and supply chains. It describes AI-enabled contracts as combining programmed transaction logic with changing data inputs, with examples…

CryptoDeFiMachine learningOn-chain data
OKX Learn

The document compares Bitcoin, Ethereum, and Solana as candidates for short-term crypto trading. Its central selection criteria are trading volume, liquidity, tight bid-ask spreads, and access to an exchange with reliable execution and low fees. Bitcoin is…

CryptoVolatilityExecutionMarket microstructure
OKX Learn

A golden cross occurs when a short-term moving average rises above a long-term moving average, which traders commonly interpret as a bullish signal. The document describes a three-part formation: price stabilizes after a downtrend, the averages cross, and…

Technical indicatorsTrend followingRisk managementCrypto
OKX Learn

The document describes Concordium as a layer-one blockchain that combines protocol-level identity verification with privacy protections using zero-knowledge proofs. Its native CCD token is presented as serving network fees, staking, and decentralized…

CryptoDeFiSpot markets
OKX Learn

The document explains how liquidation works in leveraged crypto positions: when collateral value falls below a platform’s maintenance requirement, the position can be forcibly sold. It applies this mechanism to wstETH, a liquid representation of staked Ether…

CryptoDeFiRisk managementVolatility
OKX Learn

The document presents BitMine’s accumulation of 1.2 million ETH as a sign of growing corporate interest in Ethereum as a treasury asset. It describes Ethereum’s potential uses for treasury holdings, including staking and participation in decentralized…

CryptoDeFiSpot markets
OKX Learn

The article connects institutional demand for Ethereum with corporate treasury purchases, exchange-traded fund flows, and Ethereum’s role in decentralized finance and stablecoin activity. It highlights BitMine’s reported ETH holdings and ambition to acquire…

CryptoSpot marketsDeFiPortfolio construction
OKX Learn

The document describes a DEX aggregation service integrated into Phantom Wallet for token swaps. Its approach is to combine liquidity and routes from decentralized exchanges and cross-chain bridges, then use smart routing to seek better pricing while…

CryptoExecutionMarket microstructureDeFi