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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 report reviews how macroeconomic stress affected BTC and ETH derivatives. It describes a sharp move lower in spot prices, negative put-call skew across both options markets, a brief period of negative ETH perpetual funding, and short-tenor…

CryptoOptionsFuturesVolatility
Deribit Insights

This podcast description outlines a discussion of how the U.S. election outcome might affect crypto markets. The guests consider the investment landscape after BTC and ETH exchange-traded funds, the macro backdrop of Federal Reserve cuts, and whether…

CryptoOptionsSentimentEvent-driven
Deribit Insights

This review connects Ethereum’s April 2023 Shapella upgrade with changes in spot prices, options pricing, and expectations for macroeconomic events. ETH rose after the unlock without an immediate selloff, while its options skew briefly became less put-heavy…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market commentary examines how rising expectations of U.S. approval for spot ETH ETFs drove a sharp rally in Ether and repriced crypto options. It tracks higher realized volatility, an inverted ETH volatility term structure, stronger call skew, and a…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast listing outlines a discussion among Deribit representatives about crypto options and market conditions during a period when Bitcoin reached new highs. The episode topics include the launch of options on XRP, SOL, and MATIC; institutional…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report reviews crypto derivatives conditions during a market selloff. It tracks BTC and ETH perpetual funding, futures-implied yields, at-the-money implied volatility term structures, and option risk reversals. The narrative links falling spot…

CryptoFuturesOptionsVolatility
Deribit Insights

This article describes how a sharp rise in ETH and BTC prices can affect realized volatility, implied volatility, and demand across option strikes. It explains implied volatility as a market-priced quantity that traders can compare across strikes and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This options-flow commentary describes demand for December Bitcoin calls around and above $100,000, including call spreads, a ladder, and a previously established condor. It contrasts that upside interest with continued demand for downside puts and elevated…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly Bitcoin derivatives report outlines several market measures: futures implied yields across maturities, implied volatility changes after a spot-market selloff, put skew, and the shape of an options smile for a July expiry. Its stated findings are…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly commentary interprets Bitcoin options activity as the market retreated after rallying above $40,000. It describes call selling at higher strikes and expiries, gradual accumulation of June 25 $36,000 puts, and sales of out-of-the-money puts at…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary links large realized moves in BTC and ETH with implied volatility that rose less, leaving volatility carry deeply negative. It describes both assets’ volatility term structures as being in contango, while short-term skew reversed from…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This option-flow note interprets BTC call activity during a rally toward 20,000. A holder of January 18,000 calls reportedly took profits as the price approached that level, while other traders rolled exposure into higher-strike January and February calls.…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market recap describes BTC and ETH futures, perpetual funding, options implied volatility, volatility surfaces, and put-call skew. It reports that futures remained above spot while yields trended lower for BTC and stayed broadly steady for ETH.…

CryptoFuturesOptionsVolatility
Deribit Insights

The commentary distinguishes quiet markets caused by apathy from those where traders expect a major move but cannot agree on its direction. It argues that crypto’s tight trading range reflected uncertainty about regional bank stress and the US debt-ceiling…

CryptoVolatilityOptionsRisk management
Deribit Insights

This weekly flow commentary tracks how ETF-related spot pressure coincided with falling implied volatility in BTC and ETH. Early in the week, rangebound prices and heavy ETH call selling, including covered calls, weighed on volatility; ETH’s volatility proxy…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article explains how to translate a winner-takes-all wager on Bitcoin exceeding a million-dollar threshold into familiar option payoffs. From the bullish bettor’s perspective, the payoff can be represented by a digital call that pays a fixed amount above…

CryptoOptionsDerivatives pricingVolatility
Deribit Insights

This commentary reads BTC and ETH option trades as conflicting signals after a strong spot rally. Traders bought put protection and put spreads, while others positioned for further upside through call spreads and calls. The article also notes covered-call…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary interprets Bitcoin options positioning and implied-volatility changes around a Federal Reserve decision. It reports put-spread protection ahead of the announcement, followed by a 50-basis-point rate cut that lifted spot Bitcoin while…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This article links Bitcoin’s realized volatility to time-of-week and regional trading patterns, then discusses how those observations might inform options pricing and risk management. It describes a possible Saturday options-selling approach: when weekend…

CryptoOptionsVolatilityStatistics
Deribit Insights

The note presents a bearish options position based on Bitcoin’s rejection near $61,700 and expected difficulty breaking through a supply zone around $63,000. It describes selling a $63,000 call and buying a $64,000 call with the same expiry, collecting a net…

CryptoOptionsBreakoutRisk management
Deribit Insights

This desk commentary follows BTC and ETH options through late February and early March, as spot prices weakened, implied volatility fell, and sellers offered substantial size in benchmark expiries. It describes systematic buyers stepping into short- and…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly report compares BTC and ETH derivatives conditions after a broad crypto selloff followed by a period of sideways spot trading. It uses futures-implied yields, perpetual swap funding, options implied volatility, and 25-delta risk reversals to…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary describes how unexpected discussion of a possible ETH exchange-traded fund approval coincided with a sharp rise in ETH spot prices and a rapid reversal in options positioning. Traders who had sold calls to earn yield on staked ETH were…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article describes a crypto sell-off as a volatility regime change in which the pace of price movement matters more than directional forecasting. It reports realized volatility above 80 for BTC and above 100 for ETH, while saying implied volatility had…

CryptoOptionsVolatilityRisk management