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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

1,232 documents

Deribit Insights

This desk commentary traces a sharp rise in Bitcoin implied volatility after a price rebound and compares it with a more muted initial response in Ether options. It attributes the difference partly to concentrated dealer gamma and vega exposure in ETH, while…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly options-flow note examines crypto markets around expected Federal Reserve tightening and uncertainty about the war in Ukraine. It describes implied volatility falling after a pre-event surge, while traders accumulated BTC upside exposure through…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly derivatives recap describes how changing geopolitical headlines affected crypto risk sentiment and options markets. It reports that BTC and ETH rebounded as negotiations appeared possible, while the report’s risk-appetite indexes rose past a…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary interprets a rally in Bitcoin and changing options positioning across BTC and ETH. It links the move above prior resistance to ETF expectations, notes a positive shift in the spread between BTC futures basis and US Treasury yields, and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This essay examines the 2022 crypto downturn through market stress, macroeconomic conditions, and signs of continued activity across blockchain ecosystems. It connects institutional failures and falling asset prices with volatility spikes, reduced spot…

CryptoVolatilityRisk managementOn-chain data
Deribit Insights

This market commentary links a Bitcoin and Ethereum rally to spot ETF demand, seasonal patterns, supply constraints, and shifts in speculative positioning. It reviews spot prices, realized and implied volatility, options term structures, call and put skew,…

CryptoOptionsVolatilityMomentum
Deribit Insights

This weekly market recap reviews Bitcoin and Ethereum derivatives through annualized implied yields, at-the-money volatility, delta skew, volatility surfaces, and calibrated smile curves. It describes how those measures changed around October 13 and compares…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly report reviews derivatives positioning and option pricing in Bitcoin and Ethereum. It says perpetual swap funding and futures-implied yields remain well below the leverage extremes before a late-March market flush. Implied volatility fell across…

CryptoOptionsFuturesVolatility
Deribit Insights

The document proposes a short strangle for Bitcoin when price is expected to remain between nearby support and resistance. It describes selling an out-of-the-money call at a higher strike and a put at a lower strike, with the same expiry. The example uses…

CryptoOptionsVolatilityTechnical indicators
Deribit Insights

This opinion piece presents a bullish Bitcoin breakout thesis based on a long consolidation range and a proposed move toward the next major price level. It describes buying October calls before a rally tied to ETF expectations, then rolling those calls into…

CryptoOptionsBreakoutMomentum
Deribit Insights

This weekly market report compares Bitcoin and Ethereum derivatives indicators during a period of recovering spot prices. It uses perpetual funding rates, futures-implied yields, at-the-money implied volatility, and 25-delta risk reversals to describe…

CryptoFuturesOptionsVolatility
Deribit Insights

This market note links Ethereum’s volatility repricing to renewed interest in a possible spot ETF. It compares BTC and ETH realized and implied volatility, term structures, option skew, and dealer gamma. The reported week saw ETH volatility rise sharply…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This incident statement explains separate technical failures that caused trading-platform downtime. A bot’s repeated requests triggered an Erlang vulnerability that brought down the exchange’s web nodes twice; the matching engine remained unaffected. The…

CryptoMarket microstructureExecutionRisk management
Deribit Insights

The document explains Deribit’s approach to demonstrating that customer liabilities are covered by assets. It describes daily snapshots, a modified Maxwell-style proof using a binary Merkle tree, and privacy measures intended to let customers identify their…

CryptoOn-chain dataMarket microstructureRisk management
Deribit Insights

The document presents an Ethereum call ratio spread for a market view that expects limited upside around the anticipated launch of spot Ether ETFs. The example buys one $3,800 call and sells two $4,000 calls with the same expiry. The thesis is that…

CryptoOptionsDerivatives pricingEvent-driven
Deribit Insights

The document describes a bearish Bitcoin options trade based on reported spot ETF outflows, a technical downtrend, and economic uncertainty. Its proposed bear call spread sells a call at a lower strike and buys a call at a higher strike with the same expiry.…

CryptoOptionsTrend followingTechnical indicators
Deribit Insights

This announcement describes Mercury Digital Assets’ integration with Deribit through its BEACON platform and API. The connection gives professional and institutional traders access to bitcoin and ethereum options, futures, and perpetual swaps. The platform…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This options-flow note interprets pressure on Bitcoin calls and implied volatility after spot repeatedly failed to hold above the 25–25.3k area. It reports that about 1.5k February 24 26k calls were sold and describes continued selling of near-dated…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This podcast recap considers whether a recent crypto price decline is a healthy correction or a sign that the macro backdrop has shifted. One speaker views the dip as healthy and points to relatively small ETF trade sizes as evidence that larger real-money…

CryptoOptionsVolatilitySentiment
Deribit Insights

This exchange update describes changes to Deribit’s perpetual swap, including a maximum leverage increase to 100x and an increase in the liquidation fee from 0.10% to 0.15%. It explains leverage as exposure relative to account funds, after trading fees, and…

CryptoPerpetual futuresDerivatives pricingRisk management
Deribit Insights

The note interprets a sequence of Bitcoin options trades and accompanying changes in implied volatility, put skew, and spot price. It describes initial selling of July calls alongside purchases of short-dated puts and a longer-dated put collar,…

CryptoOptionsVolatilitySentiment
Deribit Insights

The document compares exchange rollbacks, which erase trades from a past interval, with reimbursements that compensate affected traders while leaving executions and account records intact. It describes circumstances that can prompt disputes, including…

CryptoMarket microstructureRisk managementExecution
Deribit Insights

The document introduces spread trading as taking a long position in one asset and a short position in another, aiming to trade their relative performance. It applies this idea to crypto cross pairs, where one cryptocurrency is priced against another, and to…

CryptoFuturesPairs tradingRisk management
Deribit Insights

The document describes Deribit’s introduction of daily Bitcoin index options, beginning in February 2020. The new listings filled gaps between existing expiries, creating a contract for each day of the year and offering expiries from one day to nine months.…

CryptoOptionsDerivatives pricing