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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

766 documents

Amberdata research

The article argues that financial institutions entering decentralized finance can initially partner with established DeFi projects rather than build protocols themselves. It says partnerships may shorten development time and combine a bank’s regulatory and…

DeFiCryptoOn-chain dataRisk management
Amberdata research

This overview explains how Ethereum liquid staking converts staked ETH into a tradable or lendable liquid staking token. A staking provider holds or routes the ETH for validation, while the token represents the staked position and allows the holder to use it…

CryptoDeFiSpot marketsCarry
Amberdata research

This market snapshot connects Bitcoin’s price swings between $60,000 and $70,000 with policy headlines, spot demand, ETF holdings, and Mt. Gox repayments. It cautions that a large change in reported ETF holdings can reflect a transfer between investment…

CryptoOn-chain dataSentimentSpot markets
Amberdata research

This market commentary reviews Bitcoin options conditions during a week of rising crypto prices and macroeconomic uncertainty. It describes elevated implied volatility and a relatively flat term structure, then suggests that volatility could ease and the…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market snapshot reviews crypto developments heading into 2024, including regulatory disputes, proposed legislation, accounting changes, and security incidents. It then examines spot Bitcoin trading, decentralized exchange liquidity and volumes, DeFi…

CryptoDeFiSpot marketsOn-chain data
Amberdata research

This document explains how MakerDAO liquidates undercollateralized lending vaults. It describes how collateral value and outstanding DAI determine a vault’s health, and how Keepers can trigger auctions when collateralization falls below the asset-specific…

CryptoDeFiArbitrageExecution
Amberdata research

This report reviews stablecoin market developments from January through mid-April 2025, combining Ethereum-network market capitalization figures with regulatory and industry events. It describes changes in the reported supplies of USDT, USDC, DAI, PYUSD,…

CryptoDeFiRisk managementMarket microstructure
Amberdata research

This article demonstrates ways to analyze an Ethereum token using address and token-holder data, illustrated with Binance Coin (BNB) around its second anniversary in 2019. It examines holder counts and historical changes in holders and supply, estimates…

CryptoOn-chain dataStatisticsMarket microstructure
Amberdata research

The document outlines metrics for evaluating DeFi protocols and tokens: total value locked (TVL), market capitalization, trading volume, network value to transaction (NVT), token supply, and cross-exchange prices. It distinguishes TVL, which reflects assets…

DeFiCryptoOn-chain dataStatistics
Amberdata research

The document describes two Monetary Authority of Singapore initiatives using distributed ledger technology: Project Guardian, which explores institutional asset tokenization, and Project Orchid, which develops infrastructure relevant to retail central bank…

CryptoMulti-assetMarket microstructureOn-chain data
Amberdata research

The article describes a dashboard for exploring crypto market coverage and data. It combines historical HTTP requests with real-time WebSocket events, and uses exchange and pair listings to show which venues support OHLCV, order book, ticker, and trade data.…

CryptoOn-chain dataArbitrageBacktesting
Amberdata research

This market recap reviews Bitcoin and Ethereum options after an upside move. It reports rising realized volatility in both assets, with implied volatility lagging, and negative carry. The author links the demand for volatility to price moves exceeding…

CryptoOptionsVolatilityCarry
Amberdata research

The article surveys regulatory considerations for institutions handling digital assets. It describes the division of U.S. oversight among agencies responsible for securities, derivatives, tax, financial crime controls, and banking, and discusses Bitcoin…

CryptoUS marketsChina marketsDeFi
Amberdata research

This podcast recap describes Push Protocol as a cross-chain communication layer for Web3 applications, wallets, and users. Its notification use cases include alerting traders to margin and leverage conditions on a derivatives venue, informing liquidity…

CryptoDeFiOn-chain dataPerpetual futures
Amberdata research

This document summarizes a Q2 2024 survey of 100 senior digital asset professionals and interviews with industry contributors. Respondents report existing crypto allocations and expectations for further adoption. They also describe potential blockchain…

CryptoFixed incomeMulti-assetDeFi
Amberdata research

The article explains how market data can support leveraged crypto strategies, focusing on margin trading, short selling, and futures and options. It describes how exchange price differences, varying settlement practices, and changing collateral or…

CryptoRisk managementDerivatives pricingSentiment
Amberdata research

This primer introduces over-collateralized stablecoins and compares their design with fiat-backed and algorithmic tokens. It outlines how collateralized tokens can be minted against crypto assets, how excess collateral and incentives can support a fiat peg,…

CryptoDeFiOn-chain dataRisk management
Amberdata research

The newsletter links MicroStrategy’s implied volatility to its ability to issue convertible bonds and use the proceeds to buy Bitcoin. It proposes watching MSTR volatility as a possible gauge of continued buying: persistently high volatility may support bond…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The report assesses Bitcoin and Ethereum performance in 2025 through monthly returns, six market regimes, drawdowns, rolling volatility, and BTC–ETH correlation. It argues that annual returns conceal large differences across regimes: Bitcoin finished the…

CryptoVolatilityRisk managementPortfolio construction
Amberdata research

The document introduces NFTFi lending, where NFT holders borrow wETH or DAI from peer lenders using their NFTs as collateral. It reviews loan activity across collections, defaults, and borrower histories, noting that loans are over-collateralized and that…

CryptoDeFiOn-chain dataRisk management