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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

This article compares three types of privacy-enhancing tools in digital assets: mixers, privacy coins, and zero-knowledge proofs. Mixers obscure the link between senders and receivers, while privacy coins can conceal transaction details at the protocol…

CryptoDeFiRisk managementMarket microstructure
Amberdata research

The article compares Bitcoin market conditions in late 2023 with the rally in late 2020, using spot returns, options implied volatility, futures basis, and realized volatility. It reports that implied volatility was near its 2023 high amid call buying, while…

CryptoOptionsFuturesVolatility
Amberdata research

The document introduces Uniswap V3’s concentrated liquidity, where providers allocate liquidity within chosen price ranges, and explains how to examine decentralized exchange activity through trade records, prices, and OHLCV aggregates. Individual trades…

CryptoDeFiMarket microstructureExecution
Amberdata research

This notice describes global cryptocurrency reference rates calculated as volume-weighted moving averages across exchanges. Users can request a rate by asset symbol, aggregating across exchanges and cross-rate pairs, or by a specific trading pair,…

CryptoSpot marketsMarket microstructure
Amberdata research

This podcast summary describes SOMA.finance’s plans to connect traditional finance with blockchain markets through token issuance, a decentralized exchange, and yield products. It says the platform aims to support tokenized securities and digital assets,…

DeFiCryptoEquitiesCommodities
Amberdata research

The document reviews BTC and ETH conditions after a sharp market squeeze, connecting macro uncertainty and price levels with options pricing. It describes falling implied volatility alongside elevated realized volatility, negative carry, changes in term…

CryptoOptionsVolatilitySentiment
Amberdata research

FalconX product manager Jill Gao describes moving from traditional finance into crypto product development and discusses changes in institutional trading. The document outlines Marketspot, a Telegram-based analytics tool that lets users query historical…

CryptoOptionsVolatilityPerpetual futures
Amberdata research

This market commentary combines a US macro calendar with views on Japanese rates, Bitcoin, and Ethereum options. It notes that the Federal Reserve decision and US employment report could move markets, while a weaker employment result might support bonds and…

CryptoOptionsVolatilityForex
Amberdata research

This report surveys digital-asset market conditions in the first quarter of 2025, connecting sharp price moves with macroeconomic news, regulatory actions, exchange security events, and institutional positioning. It discusses Bitcoin and Ethereum, ETF flows,…

CryptoOn-chain dataDerivatives pricingVolatility
Amberdata research

This post outlines a Chinese equity screen that combines an amplitude threshold, a proxy for institutional buying, and a recent large daily gain. The intended logic is to find volatile stocks attracting institutional interest that have also shown a strong…

EquitiesVolatilityMomentumTechnical indicators
Amberdata research

This market recap reviews BTC and ETH options positioning during a period when spot prices struggled near technical levels and traders anticipated volatility around the Bitcoin halving. It compares realized and implied volatility, term structures, skew,…

CryptoOptionsVolatilityRisk management
Amberdata research

The document summarizes research and a webinar discussion of Bitcoin options across bull, bear, and volatile market conditions. The presenters examined the volatility surface and its regimes, and argued that traders may find opportunities by adapting ideas…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This brief market recap points readers to four themes in Bitcoin and Ether derivatives: pronounced put skew, the volatility spread between ETH and BTC, large realized-volatility days influencing markets, and buying of longer-dated calls described as…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The document argues that informed DeFi analysis requires four complementary data views: protocol, pool, asset, and wallet. Protocol data supports comparisons across financial functions such as lending, staking, and asset management. Pool data describes…

DeFiCryptoOn-chain dataArbitrage
Amberdata research

This overview surveys ways institutions can seek yield in decentralized finance, including lending, liquidity provision, staking, and yield farming. It outlines the main exposures associated with each: smart-contract and liquidation risks in lending,…

DeFiCryptoRisk managementExecution
Amberdata research

This brief market recap describes conditions in Bitcoin and Ether derivatives as of February 8, 2023. It tracks realized volatility, futures or options term structure, skew, and observed option flows. The reported picture is declining realized volatility, a…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The document introduces decentralized finance as blockchain based software that can perform functions commonly handled by financial institutions. It describes smart contracts supporting lending, trading, liquidity pools, risk management, derivatives,…

CryptoDeFiArbitrageOn-chain data
Amberdata research

The episode explains how Ethereum’s move to proof of stake helped create demand for liquid staking. Users stake ETH and receive liquid staking tokens that can be used in decentralized finance, lowering the technical and asset threshold for participating in…

CryptoDeFiOn-chain data
Amberdata research

This market recap reviews BTC and ETH options after a sharp spot recovery. It discusses realized and implied volatility, term structures, volatility carry, call and put skew, relative value between the assets, option flows, and dealer gamma. The commentary…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly snapshot reviews digital-asset activity from February 6 to 13, 2024. It compares centralized exchange volume in major Bitcoin quote pairs, decentralized exchange volumes, lending deposits and withdrawals, token-level depositor activity, and…

CryptoSpot marketsDeFiMarket microstructure
Amberdata research

The document outlines a framework for estimating implied volatility and theoretical option values for altcoins without actively traded options. An Altcoin SVI endpoint bootstraps volatility curves and recalibrates them every 24 hours for 7-day and 30-day…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap interprets a sharp Bitcoin rally and concurrent Ethereum strength through realized and implied volatility, term structure, skew, option flows, and dealer gamma. It reports that volatility rose as spot advanced, options buyers chased upside…

CryptoOptionsVolatilityMarket microstructure
Amberdata research

This document describes a Chinese A-share stock screen combining a technical condition, an earnings-growth filter, and price trend checks. The initial version selects stocks with RSI below 65, year-over-year growth in net profit attributable to…

China marketsEquitiesTechnical indicatorsFactor investing