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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

4,613 documents

OKX Learn

The document explains the OKX X Drops Club, a platform where eligible users can join token reward campaigns. Membership requires maintaining the stated minimum crypto balance in OKX Spot and Funding accounts, excluding specified cash and stablecoin balances.…

CryptoSpot marketsPosition sizing
OKX Learn

Average true range (ATR) estimates an asset’s typical price movement over a selected period, including gaps by using the previous close when calculating true range. True range is the largest of the current high-low range and the absolute distances from the…

CryptoTechnical indicatorsVolatilityRisk management
OKX Learn

The document describes Bitplanet’s plan to build a corporate Bitcoin treasury in South Korea. It reports holdings of 151.67 BTC as of November 2025 and a stated target of 10,000 BTC. Its accumulation method is dollar-cost averaging, with regular purchases…

CryptoSpot marketsPosition sizingRisk management
OKX Learn

The guide distinguishes a sudden crypto crash from a prolonged bear market and emphasizes that neither the timing nor scale of a crash can be predicted with certainty. It lists possible catalysts: macroeconomic shocks, regulatory actions, rare security or…

CryptoRisk managementPosition sizing
OKX Learn

The guide explains Dogecoin mining as Scrypt proof of work and compares ASIC, GPU, and CPU hardware. It presents ASICs as the most capable option, GPUs as more suitable for hobbyists, and CPUs as mainly educational. It contrasts solo mining, where a miner…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document explains that Ethereum mining ended when the network moved from proof of work to proof of stake in September 2022. In the former system, miners used GPUs or specialized hardware to compete for block rewards; under proof of stake, validators…

CryptoRisk managementPosition sizingStatistics
OKX Learn

The guide explains the basic short trade: borrow Bitcoin, sell it, then buy it back to return the borrowed asset if its price falls. It surveys possible routes, including margin borrowing, futures, options, contracts for differences, and leveraged tokens.…

CryptoFuturesOptionsRisk management
OKX Learn

The document outlines the bankruptcy dispute between FTX and Three Arrows Capital (3AC), centered on 3AC liquidators’ expanded claim that FTX’s liquidation of 3AC assets contributed to the fund’s collapse. It describes FTX’s response: the liquidation was…

CryptoRisk managementPosition sizingMarket microstructure
OKX Learn

The document introduces long positions in crypto as purchases made with the expectation of price appreciation, and notes that leverage lets traders take larger exposure with less capital. It describes whales using leveraged positions in Bitcoin and Ethereum…

CryptoRisk managementSentimentPosition sizing
OKX Learn

The document describes Volo Staked SUI (VSUI) as a liquid staking token issued when users stake SUI through Volo on the Sui blockchain. VSUI represents the staked position and can be transferred or used in DeFi, so holders may retain exposure to staking…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains Cardano staking through Ouroboros, describing five-day epochs in which stake pool operators produce blocks and maintain the network. ADA holders delegate their wallet’s stake to a pool; the text says tokens remain liquid rather than…

CryptoPosition sizingRisk managementDeFi
OKX Learn

This guide explains Ethereum’s shift from proof of work to proof of stake and describes how validators propose and attest to blocks, help finalize consensus, and face penalties for protocol violations. It compares solo, pooled, and exchange staking by entry…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains how leverage lets crypto traders control positions larger than their posted capital, amplifying both gains and losses. It describes liquidation as a consequence of adverse price moves that reduce margin below a platform’s threshold, and…

CryptoRisk managementPosition sizingPerpetual futures
OKX Learn

This guide introduces Hedera’s ledger design and HBAR’s roles in paying network fees, staking, and governance. It describes delegated staking to network nodes and says holders can unstake or redelegate without a minimum lock period or penalty. The article…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document introduces “degen” as crypto slang for traders who pursue fast, high-risk opportunities, often in meme coins and NFTs. It describes the DEGEN token as an ERC-20 meme coin whose price may respond to social attention, news, and community activity.…

CryptoSentimentVolatilityRisk management
OKX Learn

A crypto trading journal records trade details alongside the reasoning, expectations, and emotions behind each decision. Suggested fields include timing, instrument, order and execution details, position size, entry and exit points, stop and profit targets,…

CryptoRisk managementPosition sizing
OKX Learn

The article explains liquidation as the forced closure of a leveraged position when collateral no longer meets a platform’s margin requirements. It describes how leverage makes positions more vulnerable to adverse price moves, while volatility and low…

CryptoRisk managementPosition sizingMarket microstructure
OKX Learn

The document reviews Luxxfolio’s plan to use a base shelf prospectus to raise capital over time and expand a treasury strategy centered on Litecoin. It explains that this type of filing can allow a company to issue different securities as financing needs…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The document explains two OKX automated strategies for X-Perps: a futures grid bot and a futures dollar-cost-averaging bot. The grid bot places orders at price levels within a user-defined range; users choose the boundaries, grid count, order size, leverage,…

CryptoFuturesGrid tradingMean reversion
OKX Learn

This short guide argues that a trading plan can help crypto traders set boundaries and make decisions from analysis instead of emotional reactions such as fear of missing out. It recommends first choosing a trading style that fits a trader’s personality and…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

This overview describes Casper as a proof-of-stake layer-1 blockchain aimed at enterprise applications. It highlights its Zug consensus protocol, modular architecture, and support for smart contracts that can be upgraded after deployment. The document…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document surveys digital asset treasuries, in which companies and other institutions hold and manage cryptocurrencies as part of their financial strategy. It discusses Bitcoin’s role as a possible store of value or inflation hedge, corporate comparisons…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document describes a DeFi liquidity strategy in which large holders deposit assets such as WBTC, ETH, or staked ETH as collateral on Aave and borrow USDT. Borrowers retain exposure to their collateral while gaining stablecoins that can be held as a…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document explains that Solana uses proof of stake rather than proof of work, so SOL is not created through conventional mining. It distinguishes direct network staking from services that mine other coins and pay users in SOL, describing the latter as…

CryptoSpot marketsRisk managementPosition sizing