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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 weekly market recap surveys BTC and ETH futures yields, perpetual swap funding, and options volatility and skew. It describes positive futures-implied yields and funding rates, which indicate that traders were paying to maintain long exposure. Implied…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

The article reviews Bitcoin’s relative resilience during renewed Middle East tensions alongside caution in BTC and ETH options markets. It notes that BTC briefly fell and recovered, while short-dated puts became more sought after and implied volatility…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly review links crypto price moves to shifting expectations for inflation, central-bank rate hikes, and geopolitical risk. It argues that investors had priced in severe outcomes early, potentially limiting further downside while also constraining…

CryptoOptionsFuturesVolatility
Deribit Insights

This desk commentary describes sharp BTC and ETH price swings during the FTX crisis and tracks their effects on options markets. It reports weekly expiry implied volatility peaks of 175% for BTC and 250% for ETH, alongside a strong negative relationship…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article proposes a June 2024 BTC bull call ladder for traders expecting further gains. The structure buys one out-of-the-money call at $80,000 and sells calls at $85,000 and $90,000. It describes a net debit of $382 per BTC and identifies the…

CryptoOptionsBreakoutDerivatives pricing
Deribit Insights

This short reference outline introduces core Bitcoin options topics: how puts differ from calls, profit and loss, maximum gain and loss, buying versus selling, and breakeven prices. Its key contextual point is that Bitcoin options may use the underlying…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This weekly report surveys Bitcoin and Ether spot ranges, perpetual funding, futures-implied yields, and options volatility. During the reported week, prices consolidated after an earlier rally. Bitcoin perpetual funding returned to positive territory, while…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This commentary compares Bitcoin and Ether option smile skew after news of a Bitcoin spot ETF application. Both markets continued to price out-of-the-money puts at higher implied volatility than similarly distant calls, but Bitcoin’s call-put volatility gap…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary examines a steep, uneven Bitcoin and Ether options volatility term structure near year-end. It explains how comparing implied volatility across expiries and considering roll-down or forward volatility can change the appeal of holding vega: a…

CryptoOptionsVolatilityCarry
Deribit Insights

The article presents a bear call spread for traders expecting Bitcoin to remain bearish or move sideways. The example sells a May 2024 call at a $65,000 strike for $340 and buys a call at a $66,000 strike for $200, receiving a net credit of $140 per BTC. The…

CryptoOptionsRisk management
Deribit Insights

The article describes a crypto options market shaped by global risk aversion, with macroeconomic uncertainty and forced deleveraging weighing on prices. It reports elevated realized volatility after a sharp decline, while implied volatility has eased…

CryptoOptionsVolatilityRisk management
Deribit Insights

The article describes a short strangle for a trader expecting Bitcoin to remain within a range. The position sells one out-of-the-money call at a higher strike and one out-of-the-money put at a lower strike, with the same underlying and expiration. Its…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market recap reviews Bitcoin and Ether price action alongside derivatives indicators. It reports a strong Bitcoin rally during April, supported in the article’s account by ongoing spot ETF inflows and optimism about US legislation. Both assets’…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article links Bitcoin’s potential breakout to monetary and fiscal pressures, including sovereign debt, central bank bond buying, and the possibility of renewed quantitative easing. It compares Bitcoin’s past performance with a long-duration Treasury ETF…

CryptoBreakoutUS marketsFixed income
Deribit Insights

This weekly flow note reviews Bitcoin and Ether options as both assets pulled back from record highs in November 2021. It describes Bitcoin put-focused risk reversals funded by calls, alongside a buyer of near-dated call spreads, and reports opportunistic…

CryptoOptionsVolatilityRisk management
Deribit Insights

This options-flow report examines Bitcoin and Ether trading around approval of a spot Bitcoin ETF. It describes an underwhelming Bitcoin price response after approval, followed by a sharp decline in near-dated implied volatility as positions tied to the…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly options-flow commentary describes positioning as Bitcoin’s late-year rally faded in 2021. It reports purchases of December 31 puts, alongside January call spreads and calls, including positions expiring in early and late January. The author…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market commentary tracks Bitcoin options flow around the inauguration and the launch of the TRUMP coin. It reports continued outright buying of February and March 120,000 calls, along with February call spreads, and heavier near-dated call buying as…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This trade idea presents an Ethereum call ratio spread for traders expecting limited upside around anticipated spot ETF developments and resistance near the $4,000 level. The example buys one July 26, 2024 call at the $3,700 strike and sells two calls at the…

CryptoOptionsDerivatives pricingEvent-driven
Deribit Insights

This article compares centralized finance and decentralized finance approaches to crypto margin trading. It describes centralized exchange systems in which spot, margin, and funding balances are separated, with exchanges intermediating between lenders and…

CryptoDeFiSpot marketsMarket microstructure
Deribit Insights

This desk commentary examines crypto options trading during a period of strong Bitcoin price action and an approaching Ethereum network upgrade. It tracks how implied volatility and demand for options changed as spot prices pulled back and then recovered.…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The announcement describes a hybrid custody arrangement intended to speed institutional access to Deribit. Under the model, a custodian or brokerage can offer the exchange as a trading venue without first completing a full technical integration. The document…

CryptoFuturesOptionsRisk management
Deribit Insights

The document explains a bitcoin cash and carry trade, also called basis trading. A trader buys bitcoin in the spot market and shorts a dated futures contract priced above spot. Because the futures price converges toward the settlement price as expiry…

CryptoFuturesArbitrageCarry
Deribit Insights

This guide explains how to interpret several crypto options analytics views. It defines volatility skew as implied volatility across strikes or deltas, and term structure as at-the-money implied volatility across expiries. Comparing these charts can help…

CryptoOptionsVolatilityDerivatives pricing