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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
WonderTrader
14 documents
Alphalens
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

12,303 documents

Deribit Insights

This weekly report surveys Bitcoin and Ether derivatives conditions after Bitcoin moved above $100,000. It describes moderately bullish signals across markets, including call-biased options skews and positive futures-implied yields, while noting that…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary tracks Bitcoin options activity as spot approached resistance near $25,000. The author describes concentrated call buying across near and longer expiries, rising implied volatility, and demand for upside exposure around strikes from…

CryptoOptionsVolatilityMomentum
Deribit Insights

This podcast summary examines why Bitcoin remained range-bound even as equity markets reached new highs and the macro setting was described as supportive. The hosts attribute muted Bitcoin volatility in part to institutional accumulators overwriting calls,…

CryptoOptionsVolatilityRisk management
Deribit Insights

This podcast discussion compares Bitcoin’s gradual advance and relatively subdued volatility with the retail-driven options activity in AI and semiconductor stocks. The hosts connect the different market moods to a macro backdrop they describe as supportive…

CryptoEquitiesOptionsVolatility
Deribit Insights

This options-flow commentary follows Bitcoin and Ether positioning around a sharp selloff after an extended rally. Before the decline, traders bought Bitcoin and Ether puts while selling higher-strike calls, a combination consistent with seeking downside…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market-flow note describes rising demand for short-dated Bitcoin puts as tariff headlines and broader unease raised perceived risk. Buyers focused on April 4 puts across the 78,000 to 85,000 strikes, with purchases becoming more aggressive later in the…

CryptoOptionsVolatilityRisk management
Deribit Insights

This commentary uses Bitcoin options and spot volatility measures to assess whether traders expect the rally toward $21K to continue. It compares implied volatility for similarly out-of-the-money calls and puts across several maturities, discussing put-call…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary weighs competing explanations for an ETH rally. It cautions against attributing the move automatically to expectations for a spot ETF, noting the distinct regulatory and staking questions Ethereum presents. It instead points to…

CryptoDeFiEvent-drivenSentiment
Deribit Insights

This podcast overview describes a discussion of crypto markets, options, and volatility following a strong year for the asset class. Topics include gamma positioning and vega, systematic flows through derivatives-based products, options skew across…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast episode summary frames Bitcoin as trading within a range amid low holiday volatility and uncertainty about tariffs. The hosts and guest discuss forces they see as supporting prices, including institutional buying on dips, corporate treasury…

CryptoOptionsVolatilityFixed income
Deribit Insights

This weekly options-market commentary compares activity in Ether and Bitcoin during May 2021. It describes repeated Ether call rolls toward higher strikes and longer maturities, positive call skew, rising implied volatility, and an Ether term structure in…

CryptoOptionsVolatilityMean reversion
Deribit Insights

This commentary examines a sharp Bitcoin and Ethereum pullback after a months-long rally, including liquidations in futures and perpetual markets. It questions whether ETF optimism alone explains the advance, pointing instead to crypto’s concurrent movement…

CryptoOptionsVolatilityPerpetual futures
Deribit Insights

This market commentary reviews a crypto rally alongside macro developments, including a Federal Reserve rate cut, ETF inflows, and China’s stimulus efforts. It describes Bitcoin approaching resistance while Ethereum rebounds more strongly, and considers how…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article reviews a Bitcoin breakout above resistance alongside renewed demand for volatility. It attributes strength to short liquidations, seasonal patterns, political expectations, and digital-asset inflows, while reporting that realized volatility had…

CryptoOptionsVolatilityMomentum
Deribit Insights

The commentary assesses Bitcoin and Ether options during a period of subdued implied and realized volatility, with a notably flat term structure. It argues that longer-dated Ether calls appeared inexpensive relative to June volatility and proposes buying…

CryptoOptionsVolatilityDerivatives pricing
Paradigm research

The paper introduces power perpetuals, derivatives indexed to a power of an underlying asset’s price. Because a power above one creates convex exposure, gains and losses respond asymmetrically to price moves. Long holders pay a periodic premium yield to…

CryptoDerivatives pricingPerpetual futuresOptions
Paradigm research

This document curates seven essays and investor letters that offer different ways to assess Bitcoin. The perspectives include a small long-term allocation based on asymmetric outcomes, Bitcoin as a possible store of value during monetary expansion,…

CryptoPortfolio constructionRisk managementVolatility
Paradigm research

This founder-focused note draws lessons from earlier crypto booms and downturns. It describes recurring pressures: sharp emotional swings, intense public attention, failures among weak businesses, increased regulatory scrutiny, and infrastructure strain when…

CryptoRisk managementVolatilityMarket microstructure
Paradigm research

The document develops pm-AMM, an automated market maker designed for binary prediction market tokens. It models token prices with Gaussian score dynamics: the event price tracks the probability that an underlying random walk finishes above a threshold.…

CryptoDeFiMarket makingVolatility
Paradigm research

The article analyzes whether liquidity providers in a cash and risky-asset pool can outperform a static, unrebalanced portfolio when every trade is an arbitrage trade. Its model treats the risky asset as moving randomly and compares long-run compounded…

CryptoDeFiVolatilityMarket making
Galaxy Research

This report examines Bitcoin’s April 2021 decline from a recent high, relating the move to Coinbase’s listing, crowded leveraged positioning, and an unverified claim about U.S. enforcement. It reviews liquidations, futures basis, options activity, implied…

CryptoOn-chain dataFuturesOptions
Galaxy Research

This monthly market commentary links a sharp crypto price decline in January to liquidations, falling open interest, and weaker demand for leverage. It reports that BTC, ETH, and SOL funding rates moved from elevated December levels into negative territory,…

CryptoPerpetual futuresOn-chain dataVolatility
Galaxy Research

This market review examines a sharp Bitcoin and Ether decline that began with selling in spot markets and intensified as leveraged futures positions were liquidated. It links the severity of the move to rising open interest, low spot trading volume, and…

CryptoFuturesMarket microstructureVolatility