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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

3,101 documents

OKX Learn

Wrapped Bitcoin (WBTC) is an Ethereum ERC-20 token intended to represent Bitcoin at a one-to-one ratio. The document explains that this representation lets BTC holders use Ethereum smart contracts, wallets, and decentralized finance services, including…

CryptoDeFiSpot marketsRisk management
OKX Learn

A token generation event (TGE) is described as a project’s creation and distribution of tokens, commonly utility or governance assets used for access, voting, payments, or staking. The document distinguishes TGEs from initial coin offerings, which it…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document argues that XRP may be undervalued because investors focus on short-term speculation instead of its proposed role as a bridge asset for cross-border payments. It explains that using XRP for settlement could reduce reliance on pre-funded nostro…

CryptoOn-chain dataStatisticsSpot markets
OKX Learn

This beginner guide explains how a Bitcoin short works: a trader sells borrowed BTC, then buys it back to repay the loan. Its example shows how a falling price can produce a gain before fees, while a rising price creates a loss. It also describes how…

CryptoRisk managementTechnical indicatorsPerpetual futures
OKX Learn

The document explains the performance views in OKX’s mobile Analysis section. It describes how the Assets tab summarizes account value, cumulative and daily PnL, asset allocation, and profitable, losing, or break-even days. The Spot PnL tab provides…

CryptoSpot marketsFuturesPerpetual futures
OKX Learn

This beginner guide proposes evaluating crypto assets by market capitalization and liquidity, use case, security history, development activity, and community. It recommends building a core around Bitcoin and Ethereum, with Solana as a higher-growth…

CryptoPortfolio constructionPosition sizingRisk management
OKX Learn

The document describes cryptocurrency adoption in Argentina as a response to inflation, peso depreciation, and limited confidence in traditional banks. It highlights stablecoins as a way for users to seek dollar-linked value and cites a study claim that…

CryptoSpot marketsRisk managementSentiment
OKX Learn

The document surveys practical Dogecoin uses, including merchant payments, online tips, charitable donations, and compensation for freelance work. It describes sending DOGE from a wallet to a recipient address and explains how payment processors can let…

CryptoSpot marketsDeFiOn-chain data
OKX Learn

The document introduces Vine Coin, or VINE, as a crypto token associated with Vine co-founder Rus Yusupov and briefly discusses its launch and attention in crypto communities. It outlines basic information a prospective trader might examine, including a…

CryptoRisk managementSpot markets
OKX Learn

The article describes how USDC supports activity in Solana’s DeFi ecosystem, including exchange liquidity and cross-chain settlement. It attributes the network’s appeal to low stated transaction costs and fast processing, and discusses Circle’s Cross-Chain…

CryptoDeFiSpot marketsExecution
OKX Learn

The article explains CryptoPunks’ market position through their early history, limited collection size, rare traits, and cultural status. It describes how high-value sales and the collection’s reputation may influence perceived value, while also reviewing…

CryptoSpot marketsSentimentMarket microstructure
OKX Learn

The document compares two ways to exchange crypto through a wallet. DEX swaps route trades through decentralized exchange protocols, including order books or automated market makers, and may also support limit orders and cross-chain bridging. P2P swaps match…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The document introduces wrapped Bitcoin as an ERC-20 representation intended to track Bitcoin one for one, allowing holders to use Bitcoin-linked value in Ethereum applications without directly selling BTC. It describes potential uses in decentralized…

CryptoDeFiSpot markets
Strategy library

This strategy calculates a trailing stop from average true range and a selected price source, then compares a configurable moving average with that stop to generate entry signals. A crossover above the stop supports a long entry, while a crossover below…

Spot marketsTrend followingTechnical indicatorsVolatility
Strategy library

This long-only strategy combines a multi-pole Gaussian filter with a channel whose width follows filtered true range, plus Stochastic RSI. The filter is calculated from average high, low, and close prices; optional settings aim to reduce lag or increase…

Spot marketsTrend followingBreakoutTechnical indicators
Strategy library

This example shows how to collect decentralized exchange quotes through an AMM gateway data feed. Users configure a network, a base order amount, and up to three trading pairs; the network’s configured swap provider determines which DEX supplies the quotes.…

DeFiCryptoSpot marketsMarket microstructure
Strategy library

This BTC spot strategy checks hourly prices for a close above an 80-period exponential moving average plus three times an exponentially smoothed true range. The entry condition also requires recent volume to exceed earlier volume. While the text describes a…

CryptoSpot marketsBreakoutTrend following
Strategy library

This long-only trend-following system combines Supertrend direction with ADX trend strength and an RSI filter. It enters when Supertrend signals an upward trend, ADX is above its stated threshold, and RSI meets the specified condition; it exits when…

Technical indicatorsTrend followingMomentumCrypto
Strategy library

This script attempts to rebalance a coin-and-fiat account by comparing the value of the coin holdings at spread-adjusted bid and ask prices with the fiat balance. When holdings appear overweight relative to fiat, it submits a sell order; when fiat appears…

Market makingExecutionRisk managementCrypto
Strategy library

This document describes a platform library for interacting with Uniswap V3 and other Web3 contracts. It explains how to call standard token methods, register an ABI for other contract methods, invoke node RPC methods, encode and decode structured values, and…

DeFiCryptoExecutionMarket microstructure
Strategy library

This document describes a strategy that detects bullish and bearish fair value gaps from three-candle price relationships. It counts gaps over a rolling 50-period window and normalizes gap widths for display. A signal is verified when the gap coincides with…

Technical indicatorsStatisticsRisk managementExecution
Strategy library

This intraday continuation strategy combines MACD signals from short and higher timeframes with a 200-period exponential moving average. It seeks long entries when the lower-timeframe MACD crosses upward in positive territory, the higher-timeframe MACD is…

CryptoSpot marketsMomentumTechnical indicators
Strategy library

The strategy constructs a Bitcoin futures-versus-spot spread from weighted prices across Binance and OKX, then standardizes that spread with a rolling mean and standard deviation to obtain a Z-score. It evaluates the signal across three configurable…

CryptoFuturesSpot marketsArbitrage