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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

1,232 documents

Deribit Insights

This market commentary links the post-election crypto rally to expectations of friendlier US policy and institutional participation. It describes higher front-end volatility, inverted volatility curves, and different skew patterns for Bitcoin and Ethereum.…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market note interprets Bitcoin and Ethereum options activity amid lingering concern about downside risk. It highlights a seller of a June 25 Bitcoin put at 36,000 and buyers of June 25 calls at 50,000 and 52,000. The author also describes…

CryptoOptionsVolatilitySentiment
Deribit Insights

This episode summary previews a discussion of Bitcoin’s place in a shifting macro environment, alongside tariff uncertainty, rising US yields, and market de-risking. The guests also discuss Lido’s liquid staking model, institutional custody and risk…

CryptoDerivatives pricingRisk managementDeFi
Deribit Insights

The article describes a proposed shift in crypto market narratives: Bitcoin increasingly behaves like a macro asset and store of value, while Ethereum is framed around applications, including decentralized finance and possible links with artificial…

CryptoMulti-assetStatisticsPortfolio construction
Deribit Insights

This trade note discusses a bullish setup in Solana after price broke above a cited supply zone and retraced toward a demand area. It proposes a call ratio spread: buy one out-of-the-money call and sell two calls at a higher strike with the same expiry. The…

CryptoOptionsVolatilityPosition sizing
Deribit Insights

This article estimates how traders were pricing the timing of a possible US Bitcoin ETF decision and outlines options structures for that event. It uses the narrowing discount of the Grayscale Bitcoin Trust as a rough confidence proxy, then reads jumps in…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly report surveys BTC and ETH derivatives after a post-election rally. It interprets futures yields, perpetual funding, option skew, and at-the-money implied volatility as indicators of stronger bullish sentiment. According to the report, yields and…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This market note reviews Bitcoin option activity during a volatile trading day. It describes calls bought during an initial rally, later put-skew buying through a risk reversal, and a subsequent wave of fund selling and liquidations. The author contrasts the…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article analyzes a large purchase of ETH June 400 puts and argues that an option’s value before expiry depends on more than whether ETH finishes below the strike. The reported trade involved about 50,000 puts bought through a resting order for roughly…

CryptoOptionsVolatilityRisk management
Deribit Insights

This podcast episode description outlines a discussion of tariff announcements and their relationship to crypto market sentiment. One speaker observes that Bitcoin appears less reactive to tariff threats than it had been a week earlier, while falling bond…

CryptoOptionsVolatilitySentiment
Deribit Insights

The document explains how to use an option discovery tool to turn a directional view and timeframe into three suggested BTC or ETH option trades. It walks through choosing a currency, selecting an upward or downward outlook, and setting an expiry. For each…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

The article analyzes Bitcoin’s rally amid expectations of spot ETF approval, using spot and futures activity, exchange balances, realized volatility, options prices, trade flows, and dealer gamma positioning. It describes a move to new yearly highs with…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

The commentary examines a difficult month for crypto, contrasting BTC and ETH losses with larger declines across altcoins. It argues that this was not simply higher beta: many altcoins also lagged during the earlier rally, pointing to weak relative demand…

CryptoOptionsMomentumSentiment
Deribit Insights

This podcast synopsis outlines a discussion of Bitcoin and Ethereum market conditions, with attention to on-chain data, institutional demand, and long-term holder profit-taking. The guest from Glassnode discusses how blockchain activity is labeled and…

CryptoOn-chain dataOptionsSentiment
Deribit Insights

This commentary compares changes in BTC and ETH futures-implied yields with the shape of options volatility smiles during a period of market stress and recovery. Futures-implied yields had moved closer to zero and the term structures flattened, which the…

CryptoFuturesOptionsVolatility
Deribit Insights

This educational overview explains how an exchange’s margin and liquidation process interacts with an insurance fund. Maintenance margin supports leveraged positions; if a trader is liquidated, the exchange transfers the position, and the insurance fund is…

CryptoFuturesPerpetual futuresRisk management
Deribit Insights

This market commentary examines how BTC and ETH options pricing changed as spot prices stayed within ranges. It reports lower realized and implied volatility, a wider volatility risk premium, and a BTC term structure returning to contango. The analysis also…

CryptoOptionsVolatilityCarry
Deribit Insights

This market commentary tracks a possible rotation from Bitcoin into Ether alongside changing prices and options positioning. It describes Bitcoin stalling, put and put-spread buying, Ether initially strengthening, and later Bitcoin rebounding as call buying…

CryptoOptionsVolatilityMomentum
Deribit Insights

The note interprets a large purchase of Bitcoin calls expiring January 27 amid quiet options activity. The author connects the trade to low realized volatility and a steeply contangoed term structure, where time decay can weigh on long option positions when…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This guide explains why dated futures prices tend to converge toward spot as expiration approaches and how traders can capture a futures premium with a cash-and-carry position. Its example pairs a spot Bitcoin purchase with a short futures position,…

CryptoFuturesSpot marketsArbitrage
Deribit Insights

This market commentary examines crypto derivatives flows amid changing Bitcoin and Ether prices, ETF activity, and expectations around the Bitcoin halving and Ethereum catalysts. It describes declining short-dated implied volatility, term structures…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market recap reviews Bitcoin and Ether options conditions using Block Scholes indicators and volatility data. It reports that implied volatility remained elevated, while the sharp inversion in volatility structures had eased compared with the…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article explains exchange trading bandwidth limits: bounds around a mark price that prevent trades from executing at prices judged too far away. These controls aim to reduce isolated spikes caused by thin order books, oversized orders, stop runs or…

ExecutionMarket microstructureCryptoFutures