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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 weekly review examines how the war in Eastern Europe and related financial sanctions affected crypto prices, volatility, and derivatives positioning. It describes a sell-off in risky assets followed by a short-lived recovery in Bitcoin and Ether as some…

CryptoOptionsFuturesVolatility
Deribit Insights

This market commentary follows a large trader’s Bitcoin call purchases, partial reductions, and later reallocation. It compares activity in January and February call options with spot prices, implied volatility, call skew, and subsequent market moves. The…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary tracks Bitcoin options activity around a speech at a BTC conference. It describes a strong price rise before the event, speculative call buying in late-July and early-August expiries, and a sharp retreat in very short-dated implied…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast episode features a panel of representatives from BitGo, Copper, and Zodia Custody discussing the role of custody in institutional crypto markets. Topics include the development of institutional custody services, retail access, exchange…

CryptoDerivatives pricingRisk managementOptions
Deribit Insights

This weekly report assesses BTC and ETH derivatives sentiment through futures implied yields, perpetual swap funding, and options volatility measures. It describes an inverted futures yield term structure, with the sharpest rise at the front end, and…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This brief market note interprets Bitcoin options activity after BTC briefly fell below a level the author describes as a hard floor, then recovered to 27.3k. It reports renewed buying in near-dated calls and call spreads, concentrated around 28k and 29k…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary surveys the effects of the FTX collapse across crypto credit, spot and derivatives liquidity, perpetual funding, and DeFi. It reports that lending activity contracted as firms halted withdrawals or entered bankruptcy, borrowing rates…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The document presents a bearish-to-neutral BTC options trade based on resistance near $60,000 and a supply zone around $62,000. It proposes selling a call at the lower strike and buying a higher-strike call with the same expiry, using the spread’s net credit…

CryptoOptionsRisk managementTechnical indicators
Deribit Insights

This commentary argues that crypto volatility may be underpriced after markets adjusted to the unusually quiet conditions of late 2022. It attributes the prospect of larger moves to thinner post-FTX order books, changing macro expectations, and renewed…

CryptoOptionsVolatilityOn-chain data
Deribit Insights

This weekly review weighs whether a sharp crypto rebound reflects a renewed bull market or a possible short squeeze. It compares price gains and short liquidations with bearish signals in derivatives: negative front-month futures premiums, low annualized…

CryptoFuturesOptionsVolatility
Deribit Insights

This trade analysis proposes a SOL call ratio spread based on bullish momentum, a reported break above a $160 resistance pivot, and expectations around growing interest in Solana and a potential U.S. spot ETF application. The example buys one July 26 $160…

CryptoOptionsVolatilityRisk management
Deribit Insights

This guide explains how an Excel workbook with macros can retrieve Deribit market data for futures and options. It describes functions for the underlying index, latest trade, midpoint, bid and ask, mark price, implied volatility, and delivery date. Some…

CryptoOptionsFuturesDerivatives pricing
Deribit Insights

This market commentary reviews BTC options activity on September 21. It describes a trader taking profits on September calls after earlier entries, then highlights aggressive buying of June 2024 calls at two high strikes. The author suggests that…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market recap describes shifts in BTC and ETH futures yields and options metrics. It reports a recovery in annualized futures yields, especially in shorter maturities, alongside cooling at-the-money implied volatility. The implied volatility…

CryptoFuturesOptionsVolatility
Deribit Insights

This introductory guide explains four option Greeks as model-based measures of how an option’s theoretical price responds to changes in the underlying asset, time, and implied volatility. Delta estimates the price response to a one-dollar underlying move;…

OptionsDerivatives pricingVolatility
Deribit Insights

This market note describes BTC and ETH options conditions during a crypto sell-off linked to Middle East tensions and revised U.S. rate expectations. It reports a sharp rise in realized volatility, especially in ETH, while weekly implied volatility stayed…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This retrospective examines whether options and futures activity offered clues before Bitcoin’s May 19, 2021 sell-off. It highlights a large purchase of short-dated $46,000 puts on May 14 and a sharp rise in open interest, followed by unusually heavy options…

CryptoOptionsFuturesVolatility
Deribit Insights

The article proposes a BTC put butterfly for a bearish market outlook, using a higher-strike long put, two short puts at the middle strike, and a lower-strike long put. Its example uses June 28, 2024 options at $62,000, $60,000, and $58,000 strikes. The…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This educational article explains how to seek exposure to volatility while limiting directional exposure. It compares long and short straddles, which combine a call and put at the same strike, with strangles, which use out-of-the-money strikes. Long…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This desk commentary analyzes a large Ethereum call calendar spread involving March and June expiries. The apparent structure bought March calls at two nearby strikes and sold June calls at one of those strikes. The author estimates that, if these trades…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly options-flow commentary describes trading around Bitcoin’s February 2021 market, focusing on calls near the 40,000 strike, implied volatility, and the response to an institutional Bitcoin conference. Early in the week, a persistent seller of…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market recap compares BTC and ETH sentiment using perpetual swap funding, futures prices relative to spot, and options volatility and skew. It finds BTC somewhat stronger in futures and perpetual markets: funding stayed mostly positive and…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly market report describes a sharp correction in Bitcoin and Ethereum and examines how derivatives prices reflect bearish positioning. It highlights short-dated futures trading below spot, persistently negative perpetual swap funding, and options…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report interprets crypto derivatives indicators for Bitcoin and Ethereum. It describes rising futures-implied yields and perpetual swap funding, alongside higher implied volatility, with the strongest volatility increase at short maturities. The…

CryptoFuturesPerpetual futuresOptions