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

766 documents

Amberdata research

The article describes growing hedge fund interest in cryptocurrency and attributes it mainly to clearer regulation and more mature institutional infrastructure. It cites industry estimates and examples of established funds entering the market to illustrate…

CryptoRisk managementOn-chain data
Amberdata research

This market newsletter presents a bullish Ethereum thesis against a backdrop of expected US inflation releases and possible changes in Federal Reserve rate-cut expectations. It frames ETH as a higher-beta technology and web3 exposure, while describing…

CryptoOptionsFuturesVolatility
Amberdata research

This market snapshot reviews digital-asset developments around early January 2024, including conflicting reports about spot Bitcoin ETF decisions, a lending-protocol exploit, and Solana’s recovery. It interprets reported spot trading activity, decentralized…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

This market snapshot reviews crypto price performance, centralized exchange share, futures positioning, and activity in a Uniswap v2 USDC/WETH pool. It describes BTC and ETH gains over the month covered, while MATIC and SOL declined, and notes Binance’s…

CryptoFuturesDeFiOn-chain data
Amberdata research

The report reviews a week of crypto market weakness and looks for signs that forced selling may be easing. It combines spot prices, trading volume, realized volatility, open interest, funding, ETF and stablecoin flows, order book depth, and DeFi lending…

CryptoVolatilityMarket microstructurePerpetual futures
Amberdata research

This article outlines how institutional crypto teams can assess whether their market and on-chain data coverage supports trading, research, compliance, and risk work. It links potential data gaps to symptoms such as missed arbitrage opportunities, difficulty…

CryptoArbitrageBacktestingRisk management
Amberdata research

This overview describes using crypto options flow data to assess activity and possible market sentiment. It covers contract volume and open interest as measures of activity and liquidity, strike prices relative to spot, expiration horizons, put-call ratios,…

CryptoOptionsDerivatives pricingVolatility
Amberdata research

The document gives a weekly snapshot of BTC and ETH options markets. It discusses realized and implied volatility, option term structures, call and put skew, and the volatility spread between the two assets. The commentary links market moves to events such…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast recap discusses crypto derivatives and volatility, including the Ethereum Dvol index, differences between Ethereum and Bitcoin volatility, volatility spikes, and a Butterfly Index. It also considers how news and regulatory developments may…

CryptoOptionsVolatilityArbitrage
Amberdata research

This guide describes strategies that seek to collect funding payments in cryptocurrency perpetual futures while reducing exposure to price moves. A common setup pairs a short perpetual position when funding is positive with a spot holding as a hedge. It also…

CryptoArbitragePerpetual futuresSpot markets
Amberdata research

This midweek market recap describes changes in Bitcoin and Ethereum derivatives following a US debt ceiling agreement. It tracks realized volatility, the shape of implied volatility across expiries, option skew, trading flows, and dealer gamma positioning.…

CryptoOptionsVolatilitySentiment
Amberdata research

This podcast overview describes Vertex, a decentralized trading platform that combines spot and perpetual markets with an integrated lending market. Its design pairs a central limit order book with an automated market maker, while shared collateral lets…

CryptoPerpetual futuresMarket makingRisk management
Amberdata research

This market commentary describes how reports that spot ETH exchange-traded funds might be fast-tracked triggered a sharp rise in ETH and a surge in its short-dated realized and implied volatility. It compares the response with BTC, noting changes in…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The article explains how implied volatility across option maturities forms a term structure. It proposes monitoring changes in the curve’s slope and curvature to assess whether markets expect near-term turbulence, longer-lived uncertainty, or a possible…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The newsletter combines a macro outlook with crypto market and options observations. It links the author’s expectation of a September rate cut and easing cycle to a base case of higher crypto prices, while noting uncertainty around the election and upcoming…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This analysis uses on-chain valuation, miner, and network activity measures to assess Bitcoin’s 2025 market regime and frame questions for 2026. It explains MVRV, its standardized Z-Score, NUPL, and realized price as measures of holder cost basis and…

CryptoOn-chain dataSentimentStatistics
Amberdata research

This overview explains several measures used to monitor exposure in crypto derivatives. Funding rates transfer payments between long and short perpetual futures positions and help keep contract prices aligned with spot; persistent or elevated payments can…

CryptoPerpetual futuresOptionsRisk management
Amberdata research

This weekly digital asset snapshot combines price and volatility changes with derivatives positioning, institutional flows, orderbook depth, and DeFi credit conditions. It reads falling prices alongside rising open interest and expanded long positioning as a…

CryptoPerpetual futuresMarket microstructureVolatility
Amberdata research

The newsletter discusses how the Democratic National Convention, Federal Reserve minutes, jobless claims, and the Jackson Hole speech could affect gold, equities, and crypto. It interprets gold’s rise and Bitcoin’s weakness as a divergence, with possible…

CryptoOptionsVolatilityEvent-driven
Amberdata research

This article describes infrastructure choices for crypto trading systems where market data and execution speed matter. It recommends persistent WebSocket connections for time-sensitive market data and order flow, while reserving REST interfaces for less…

CryptoHigh-frequency tradingExecutionMarket microstructure
Amberdata research

This analysis studies minute-level order-book snapshots for Binance’s BTC/FDUSD market over a six-week period in 2025, measuring displayed depth at distances from 5 to 100 basis points around the midpoint. It finds that depth accumulates non-linearly:…

CryptoMarket microstructureExecutionStatistics
Amberdata research

This conference recap highlights themes discussed at Blockworks’ Digital Asset Summit 2025: institutional interest in adding crypto to investment portfolios, tokenized collateral and treasuries, financial infrastructure for digital assets, regulatory…

CryptoUS markets
Amberdata research

This newsletter considers whether crypto markets may have bottomed by combining macroeconomic developments with derivatives positioning and digital asset treasury (DAT) holdings. It argues that lower inflation and downward revisions to job creation could…

CryptoOptionsFuturesVolatility
Amberdata research

This podcast recap describes Lewis Fellas’s views on digital asset management and crypto derivatives, drawing on experience in traditional finance, proprietary trading, and hedge funds. It discusses segmenting investment products by whether clients seek…

CryptoOptionsFuturesPerpetual futures