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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

4,510 documents

Deribit Insights

This weekly recap tracks BTC and ETH derivatives after a sharp market decline and a period of extreme risk aversion. It describes demand for out-of-the-money puts and short-dated protection, followed by tentative improvement as prices moved sideways. BTC…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly market recap examines BTC and ETH derivatives during a period of sideways prices and low short-dated volatility. It reports that both assets’ short-tenor implied volatility reached year-to-date lows, while the risk appetite indices rose toward…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary reviews strong rallies in TON, AVAX, and NEAR, linking each move to a project-specific catalyst or market narrative. It also notes that BTC was near its highs amid substantial spot ETF inflows and a slowdown in outflows from one fund.…

CryptoMomentumSentimentPerpetual futures
Deribit Insights

This market commentary reads reported Bitcoin and Ethereum options trades around post-halving expectations and rising geopolitical tension. It describes early demand for out-of-the-money Bitcoin calls, followed by downside hedges, and says put buyers in…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary follows BTC and ETH option positioning amid Middle East tensions and the Bitcoin halving. It describes put buying for downside protection, call demand during rallies and easing tension, and volatility rising when news triggered sharp…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This commentary reads BTC and ETH option transactions as clues about changing positioning. It describes earlier purchases of September BTC calls and ETH calls, a fund taking profit on ETH calls near the day’s high, and later purchases of October puts in both…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market review links a sharp crypto selloff to changes in realized volatility, implied volatility, options skew, and trading flow. It reports elevated realized volatility in BTC and ETH alongside a deeply negative volatility risk premium, meaning the…

CryptoOptionsVolatilitySentiment
Deribit Insights

This podcast episode discusses a pause in the crypto rally ahead of Bitcoin's halving, with attention to support levels, macroeconomic pressures, and options pricing. The hosts consider whether a stronger US dollar and concerns about Chinese capital flight…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This brief weekly note interprets Bitcoin options activity amid strongly negative sentiment and widespread fear. It reports unusually elevated skew, which the author reads as evidence that traders are seeking protection, while implied volatility remains…

CryptoOptionsVolatilitySentiment
Deribit Insights

This report interprets BTC and ETH options pricing around expected policy and legislative events. It describes broadly flat implied volatility, with BTC options’ overall levels around 38% to 39% and a small premium in seven-day options over fourteen-day…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary contrasts close US election polling with market prices that imply a strong expectation of a Trump victory. It cites prediction-market odds, a rally in Bitcoin, gains in DOGE, and a rise in Trump Media shares as signs of that market view. It…

CryptoOptionsVolatilitySentiment
Deribit Insights

This options-flow note reviews positioning in Ether and Bitcoin during a period of renewed upside interest. It highlights large purchases of short-dated ETH calls at the 2,800 strike and relates them to an earlier December call spread. The reported…

CryptoOptionsVolatilitySentiment
Deribit Insights

This commentary examines why Ether underperformed Bitcoin in 2023 by comparing spot returns, futures-implied yields, perpetual funding, and options risk reversals. The central observation is that ETH’s futures-implied yields weakened after the August 18…

CryptoFuturesOptionsVolatility
Deribit Insights

This market review examines a period of subdued BTC and ETH prices and volatility alongside bearish derivatives positioning. It describes low historical and implied volatility, declining options skew with puts priced above calls, and falling futures…

CryptoOptionsVolatilityFutures
Deribit Insights

This weekly commentary interprets BTC and ETH options positioning after a spot rally. It describes put hedges being taken off or rolled to lower strikes, a sharp decline in near-dated skew, and call buying across several expiries and strikes. The author uses…

CryptoOptionsVolatilitySentiment
Deribit Insights

The note interprets recent Bitcoin and Ether options activity as continued demand for downside protection. It describes in the money puts being rolled to lower strikes, fresh out of the money put purchases, and put spreads, alongside firm put skew and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast summary presents a discussion of crypto market conditions with a lending industry guest. It describes a shift in borrowing demand away from basis trade compression toward reserve, over the counter, and yield strategies, alongside stablecoin…

CryptoSentimentDeFiOn-chain data
Deribit Insights

This weekly report compares a sharp Bitcoin spot rally with signals from crypto derivatives. It says Bitcoin rose 16% month to date to a twelve-week high above $79,000, alongside nine consecutive days of spot ETF inflows and $2.8 billion of Strategy buying.…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market note interprets Bitcoin and Ether options flows during a volatile week. In Bitcoin, it reports that short-term traders accumulated puts around the stated 54–58k strikes and took profit after a break, while funds added October-to-March calls…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market note proposes monitoring positioning after a large Bitcoin options expiry to gauge how participants may be setting up for the next quarter. It highlights three indicators: the call-to-put mix, total derivatives volume, and the share of options…

CryptoOptionsFuturesMarket microstructure
Deribit Insights

This commentary tracks changing Bitcoin options positioning around a market rebound. It describes a large buyer absorbing offers in December 100,000 calls after aggressive selling, followed by July 63,000 call demand as Bitcoin moved above 60,000. The author…

CryptoOptionsVolatilitySentiment
Deribit Insights

This note proposes a long put butterfly to position for a possible BTC decline toward $64,000. The structure buys one $65,000 put, sells two $64,000 puts, and buys one $63,000 put, all expiring on June 21, 2024. The stated debit is $76 per BTC, the maximum…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This trade note presents a long put butterfly as a defined-risk way to express a bearish BTC view. The structure buys one $56,000 put, sells two $54,000 puts, and buys one $52,000 put, all with the same expiry and equidistant strikes. It states a $30 per BTC…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

The article interprets a Bitcoin and Ether sell-off through realized and implied volatility, option skew, and the ETH/BTC relationship. It reports that realized volatility rose sharply, short-dated implied volatility repriced upward, and realized movement…

CryptoOptionsVolatilityDerivatives pricing