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 explains why governments might hold bitcoin as part of national reserves, comparing it with gold and citing diversification, inflation protection, portability, and monetary autonomy as possible motivations. It describes the United States’ 2025…

CryptoPortfolio constructionRisk managementUS markets
OKX Learn

The document explains how Grayscale Ethereum Trust provides brokerage-based exposure to ETH through shares backed by the trust’s holdings. Because ETHE is described as a closed-end vehicle without ongoing share creation and redemption, its market price can…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

This article outlines factors it associates with institutional interest in Ether: spot ETFs, corporate treasury holdings, proof-of-stake staking yields, stablecoin activity, network upgrades, and Ethereum’s role in DeFi and tokenized assets. It also notes…

CryptoDeFiDerivatives pricingRisk management
OKX Learn

The document describes Parataxis Holdings’ proposed $640 million merger with SilverBox Corp IV and its plan to operate as a publicly traded Bitcoin treasury company. It defines a BTC treasury as holding Bitcoin on a corporate balance sheet and presents…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The article discusses Harvard’s reported investment in BlackRock’s spot Bitcoin ETF as an example of institutional exposure through a regulated fund rather than direct Bitcoin ownership. It argues that ETF access can simplify custody and security for large…

CryptoSpot marketsUS marketsPortfolio construction
OKX Learn

The document explains Harmony as a proof-of-stake layer-1 blockchain organized into four shards. It describes Beacon Chain responsibilities, randomized validator assignment using distributed randomness, PBFT consensus, periodic validator rotation, and fast…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document explains how the Nasdaq Crypto Index’s expansion to include assets such as XRP, Solana, Cardano, and Stellar reflects interest in broader crypto benchmarks. It contrasts the index’s expanded composition with the Hashdex Nasdaq Crypto Index US…

CryptoPortfolio constructionRisk managementEquities
OKX Learn

The document describes WLFI’s use of Aave V3 to borrow USDT against crypto collateral, framing stablecoin borrowing as a way for a project to access liquidity without selling assets. It links the borrowing to a possible role in supporting USD1, WLFI’s…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article introduces the REX-Osprey Solana + Staking ETF as a brokerage-accessible vehicle intended to provide Solana price exposure alongside staking rewards. It describes the fund’s regulated investment-company framework and Anchorage Digital’s stated…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article describes Digital Commodities Capital Corp.’s Bitcoin purchase as part of a stated long-term strategy centered on non-fiat assets, including Bitcoin and gold. It presents the holding as a treasury allocation and potential store-of-value position,…

CryptoSpot marketsCommoditiesPortfolio construction
OKX Learn

The article compares Bitcoin’s adoption stage with the early internet and presents the view that broader investor participation could create room for growth. It discusses Bitcoin as a decentralized value-transfer system, the use of stablecoins in payments…

CryptoMulti-assetPortfolio constructionDeFi
OKX Learn

The document describes possible links between tariffs, trade uncertainty, inflation, and cryptocurrency prices. It argues that macroeconomic pressure can increase interest in decentralized assets while also raising volatility and influencing regulation. It…

CryptoVolatilityPortfolio constructionRisk management
OKX Learn

The document outlines a proposed BNB staking exchange-traded fund, describing how an ETF structure could give investors exposure to staking rewards without requiring them to manage wallets or staking infrastructure. It says the proposal would distribute…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document surveys companies acquiring cryptocurrency tokens and incorporating them into platforms, rewards programs, or corporate treasuries. It gives examples involving Cronos, mPWR, and World Liberty Financial tokens, and describes proposed uses such as…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document contrasts Bitcoin’s role as a scarce, decentralized store-of-value asset with Ethereum’s role as a programmable network for decentralized applications. It reviews Ethereum developments including the Pectra upgrade, Layer 2 scaling, stablecoin…

CryptoDeFiPortfolio constructionRisk management
Strategy library

This equity strategy ranks stocks by their trailing 252-day returns, after screening for average dollar volume above $10 million over 30 days. Each day before the market opens, it selects the three highest-ranked stocks. At a scheduled rebalance 30 minutes…

EquitiesMomentumFactor investingExecution
Strategy library

This QuantConnect example demonstrates estimating the QC500 index constituents through the platform’s built-in universe selection. It configures daily data resolution, sets a historical test interval covering 2018, assigns starting cash, and adds the QC500…

EquitiesFactor investingPortfolio constructionUS markets
Strategy library

This example shows how to connect a custom coarse and fine fundamental universe selector to a sector-weighted portfolio construction model in an algorithm framework. It sets daily data resolution, defines a short test period and starting cash, then wires…

EquitiesPortfolio constructionUS markets
Strategy library

This educational strategy sets paired buy and sell limit orders around an account’s current balance of cash and assets. A configurable distance, denominated in the quote currency, determines the target prices and order amounts intended to rebalance holdings…

Market makingPortfolio constructionExecutionRisk management
Strategy library

This system describes an adaptive long/short strategy for Binance USDⓈ-M perpetual contracts. It starts from five seed factors spanning momentum, reversal, funding, premium, and open interest, then evaluates additional candidates through a constrained factor…

CryptoPerpetual futuresFactor investingPortfolio construction
Strategy library

This algorithm example combines hourly ETF constituent data with RSI-derived directional views. It loads constituents of SPY and filters for holdings with available weights above a minimum threshold. For each eligible asset, it initializes a short-period…

EquitiesTechnical indicatorsPortfolio constructionStatistics
Strategy library

This example demonstrates custom universe selection by cycling through a predefined list of stocks on an hourly schedule. The selection function uses the hour of the timestamp to choose one symbol from the list, while the universe and security data are…

EquitiesPortfolio constructionExecution
Strategy library

The document outlines a simple portfolio rebalancing rule for a basket of major cryptocurrencies. It proposes allocating equal portions of portfolio value to four assets and trading when an asset’s share of the account departs from its target by a stated…

CryptoSpot marketsPortfolio constructionExecution
Strategy library

This document describes a rules-based Bitcoin rebalancing method that maintains a chosen split between cash and coin value. After price changes, it calculates total portfolio value and trades enough Bitcoin to restore the target allocation. Its worked…

CryptoSpot marketsPortfolio constructionExecution