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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

8,116 documents

Deribit Insights

This commentary compares at-the-money implied volatility with the pricing of deep out-of-the-money options in BTC and ETH after the November 2022 market crisis. It tracks 30-day ATM implied volatility, SABR volatility of volatility, and volatility smiles.…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This commentary examines a period of historically low realized and at-the-money implied volatility in Bitcoin options, alongside a move toward a more neutral volatility smile. It describes daily 30-day ATM implied volatility and rolling realized volatility,…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly review links crypto market conditions to the Federal Reserve’s policy announcement, changes in volatility and options sentiment, tightening liquidity, inflation concerns, and year-end derivatives expiry. It reports that Bitcoin and Ether…

CryptoOptionsFuturesVolatility
Deribit Insights

The article presents a bear put spread as a defined-risk way to express a view that Bitcoin may decline. The example buys a put at a higher strike and sells a put at a lower strike with the same expiration. The premium received from the short put reduces the…

CryptoOptionsVolatilityTechnical indicators
Deribit Insights

This comparison explains how Bitcoin options on Deribit differ from options tied to U.S. spot Bitcoin ETFs, including IBIT options and Cboe’s ETF index options. It covers the underlying products, exercise styles, contract sizes, collateral, settlement,…

CryptoOptionsDerivatives pricingMarket microstructure
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

The document explains a change to inverse, coin-settled options expiry: an in-the-money option first creates a futures position at the option’s strike, and that future then settles to cash. Out-of-the-money options receive an expiry entry without a futures…

CryptoOptionsFuturesDerivatives pricing
Deribit Insights

The document presents a moderately bullish BTC options trade using a bull put spread: sell a put at the higher strike and buy a put at a lower strike, with the same expiry. The stated example collects a net credit and targets BTC remaining above the short…

CryptoOptionsMomentumRisk management
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 summary describes a Bitcoin treasury approach discussed by a corporate treasury executive. The approach emphasizes holding Bitcoin and using options around that exposure: buying calls to retain upside participation, while some treasury operators…

CryptoOptionsRisk managementPosition sizing
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

The note presents a bearish Bitcoin options setup after price closed below a cited support level and formed lower highs on the four-hour chart. It expects a gradual decline, with another support area potentially slowing the move, and also points to several…

CryptoOptionsBreakoutRisk management
Deribit Insights

This introduction describes AVAX options settled in USDC and explains the expiry payoffs of calls and puts. Buyers pay a premium for the right, but not the obligation, to transact at a strike price; their loss is limited to that premium, while call profits…

CryptoOptionsDerivatives pricingRisk management
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