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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
Quantopian lectures
45 documents
Binance API docs
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 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

This market commentary weighs competing explanations for an ETH rally. It cautions against attributing the move automatically to expectations for a spot ETF, noting the distinct regulatory and staking questions Ethereum presents. It instead points to…

CryptoDeFiEvent-drivenSentiment
Deribit Insights

This document explains a Bitcoin cash and carry trade: buy spot BTC and sell a same-sized futures contract priced above spot. The paired positions are intended to hedge directional exposure and earn the futures premium as it converges toward the index…

CryptoFuturesCarryArbitrage
Deribit Insights

The document describes a liquidation heatmap that estimates price zones where leveraged traders may be forced to close positions. It pairs those zones with a high-frequency trade-flow graph that tracks buys and sells at millisecond resolution; the authors…

CryptoHigh-frequency tradingMarket microstructureRisk management
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 describes an institutional arrangement that lets clients trade on Deribit through FalconX Prime Connect. FalconX provides prime brokerage services such as credit lines, post-trade settlement, and cross-margining, while client assets are held in…

CryptoExecutionRisk managementMarket microstructure
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 market commentary links the yen carry trade to liquidity available for risk assets, including bitcoin. Investors borrowing yen at low rates to buy higher-return assets may reduce that activity as Japanese bond yields rise and the rate gap with the…

CryptoForexCarry
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 article explains how USDC-settled linear perpetual contracts differ from inverse contracts that use BTC as collateral. It compares equivalent BTC positions and shows that their dollar profit or loss can match, while the resulting balance is held in…

CryptoPerpetual futuresPosition sizingPairs trading
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

The article explains five ways that backtests can mislead: overfitting, unrealistic transaction costs and fills, look-ahead bias, survivorship bias, and time-period bias. It recommends limiting parameter searches, preferring stable ranges over isolated…

BacktestingRisk managementStatisticsCrypto
Deribit Insights

This podcast discussion reviews Bitcoin’s rebound after a 35% correction and considers why the downturn felt severe. The guest points to short-term holders being underwater, older large holders distributing, enthusiasm for treasury companies fading, and a…

CryptoSentimentRisk managementSpot markets
Deribit Insights

This essay argues that protocol tokens can help crypto projects attract early users, liquidity, and contributors, even when a project does not need extensive governance. It first presents concerns about governance as a security risk, fees as rent extraction,…

CryptoDeFiMarket microstructureMarket making